Datasets:

Project-AgML
/

AgroBench

id stringlengths 15 18	messages listlengths 2 2	origin_dataset stringclasses 1 value	shape stringclasses 2 values	answer_json stringlengths 5 120	options_json stringlengths 40 563	split stringclasses 1 value	category stringclasses 226 values	crop stringclasses 203 values	source stringclasses 7 values	raw_id stringlengths 1 4
agrobench_png_1	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Northern Leaf Blight\nB. Pythium root rot\nC. Witches'-broom\nD. Purple stain\nE. Bacterial dieback of nectarine" } ...	agrobench	single_image_mcq_without_reasoning	"Bacterial dieback of nectarine"	["Northern Leaf Blight", "Pythium root rot", "Witches'-broom", "Purple stain", "Bacterial dieback of nectarine"]	train	Bacteria	Nectarine	did	729
agrobench_png_2	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Cucumber mosaic\nB. Mealybug wilt\nC. Bacterial heart rot and fruit collapse\nD. Pink disease\nE. Phytophthora heart and roo...	agrobench	single_image_mcq_without_reasoning	"Phytophthora heart and root rot"	["Cucumber mosaic", "Mealybug wilt", "Bacterial heart rot and fruit collapse", "Pink disease", "Phytophthora heart and root rot"]	train	Fungus	Pineapple	did	683
agrobench_png_3	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Rust\nB. Bacterial spot\nC. Bacterial canker\nD. Crown gall\nE. Scab" } ] }, { "role": "assistant", "c...	agrobench	single_image_mcq_without_reasoning	"Bacterial canker"	["Rust", "Bacterial spot", "Bacterial canker", "Crown gall", "Scab"]	train	Bacteria	Peach	did	379
agrobench_png_4	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Ganoderma butt rot\nB. Slime flux\nC. Tungro\nD. Bacterial leaf streak\nE. Bacterial leaf stripe" } ] }, { ...	agrobench	single_image_mcq_without_reasoning	"Bacterial leaf streak"	["Ganoderma butt rot", "Slime flux", "Tungro", "Bacterial leaf streak", "Bacterial leaf stripe"]	train	Bacteria	Sorghum	did	396
agrobench_png_5	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Fusarium wilt\nB. Bacterial fruit rot\nC. Black mold\nD. Gray mold\nE. Bacterial wilt" } ] }, { "role": "a...	agrobench	single_image_mcq_without_reasoning	"Bacterial fruit rot"	["Fusarium wilt", "Bacterial fruit rot", "Black mold", "Gray mold", "Bacterial wilt"]	train	Bacteria	Tomato	did	1209
agrobench_png_6	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Anthracnose and charcoal spot\nB. Papaya ringspot\nC. Black rot\nD. Bacterial decline\nE. Cercospora black spot" } ...	agrobench	single_image_mcq_without_reasoning	"Anthracnose and charcoal spot"	["Anthracnose and charcoal spot", "Papaya ringspot", "Black rot", "Bacterial decline", "Cercospora black spot"]	train	Fungus	Papaya	did	816
agrobench_png_7	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bunch disease\nB. Tristeza virus\nC. Zonate leaf spot\nD. Bacterial flower stalk and leaf necrosis\nE. Bacterial leaf scorch...	agrobench	single_image_mcq_without_reasoning	"Bunch disease"	["Bunch disease", "Tristeza virus", "Zonate leaf spot", "Bacterial flower stalk and leaf necrosis", "Bacterial leaf scorch"]	train	Phytoplasma	Pecan	did	115
agrobench_png_8	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Narrow leaf spot\nB. False smut\nC. Bacterial palea browning\nD. Sheath blight\nE. Sheath brown rot" } ] }, { ...	agrobench	single_image_mcq_without_reasoning	"Bacterial palea browning"	["Narrow leaf spot", "False smut", "Bacterial palea browning", "Sheath blight", "Sheath brown rot"]	train	Bacteria	Rice	did	1120
agrobench_png_9	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Rust\nB. Bacterial spot\nC. Leaf curl\nD. Bacterial canker\nE. Crown gall" } ] }, { "role": "assistant", ...	agrobench	single_image_mcq_without_reasoning	"Leaf curl"	["Rust", "Bacterial spot", "Leaf curl", "Bacterial canker", "Crown gall"]	train	Fungus	Peach	did	545
agrobench_png_10	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Boll rot\nB. Bacterial dieback of peach\nC. Target spot\nD. Angular leaf spot\nE. Asochyta blight" } ] }, { ...	agrobench	single_image_mcq_without_reasoning	"Angular leaf spot"	["Boll rot", "Bacterial dieback of peach", "Target spot", "Angular leaf spot", "Asochyta blight"]	train	Bacteria	Cotton	did	1065
agrobench_png_11	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Olive knot\nB. Botrytis fruit rot\nC. Cane and Leaf Rust\nD. Blackberry rosette\nE. Hull rot" } ] }, { "ro...	agrobench	single_image_mcq_without_reasoning	"Cane and Leaf Rust"	["Olive knot", "Botrytis fruit rot", "Cane and Leaf Rust", "Blackberry rosette", "Hull rot"]	train	Fungus	Blackberry	did	1435
agrobench_png_12	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Black root rot\nB. Mosaic\nC. Bacterial brown spot\nD. White mold\nE. Bean rust" } ] }, { "role": "assista...	agrobench	single_image_mcq_without_reasoning	"Bacterial brown spot"	["Black root rot", "Mosaic", "Bacterial brown spot", "White mold", "Bean rust"]	train	Bacteria	Bean	did	400
agrobench_png_13	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Rust\nB. Bacterial canker\nC. Bacterial spot\nD. Crown gall\nE. Scab" } ] }, { "role": "assistant", "c...	agrobench	single_image_mcq_without_reasoning	"Crown gall"	["Rust", "Bacterial canker", "Bacterial spot", "Crown gall", "Scab"]	train	Bacteria	Peach	did	953
agrobench_png_14	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bois noir disease\nB. Botrytis rot or gray mold\nC. Leaf spot\nD. Pierce's disease\nE. Botrytis bunch rot" } ] }...	agrobench	single_image_mcq_without_reasoning	"Bois noir disease"	["Bois noir disease", "Botrytis rot or gray mold", "Leaf spot", "Pierce's disease", "Botrytis bunch rot"]	train	Phytoplasma	Grape	did	284
agrobench_png_15	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Turnip mosaic\nB. Mealybug wilt\nC. Phytophthora blight\nD. Black root rot\nE. Bacterial blast" } ] }, { "...	agrobench	single_image_mcq_without_reasoning	"Phytophthora blight"	["Turnip mosaic", "Mealybug wilt", "Phytophthora blight", "Black root rot", "Bacterial blast"]	train	Fungus	Chilli Pepper	did	791
agrobench_png_16	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial stalk and top rot\nB. Cercospora leaf spot\nC. Anthracnose\nD. Holcus spot\nE. Charcoal rot" } ] }, ...	agrobench	single_image_mcq_without_reasoning	"Holcus spot"	["Bacterial stalk and top rot", "Cercospora leaf spot", "Anthracnose", "Holcus spot", "Charcoal rot"]	train	Bacteria	Maize	did	512
agrobench_png_17	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Brittle root\nB. Enation leaf curl disease\nC. Brown rot blossom\nD. Common rust\nE. Hull rot" } ] }, { "r...	agrobench	single_image_mcq_without_reasoning	"Brittle root"	["Brittle root", "Enation leaf curl disease", "Brown rot blossom", "Common rust", "Hull rot"]	train	Fungus	Horseradish	did	1177
agrobench_png_18	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Sugarcane dwarf\nB. Red stripe\nC. Leaf scald\nD. Ratoon stunt\nE. Gumming disease" } ] }, { "role": "assi...	agrobench	single_image_mcq_without_reasoning	"Ratoon stunt"	["Sugarcane dwarf", "Red stripe", "Leaf scald", "Ratoon stunt", "Gumming disease"]	train	Phytoplasma	Sugarcane	did	142
agrobench_png_19	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Phytophthora blight\nB. Damping-off\nC. Tomato spotted wilt virus\nD. Powdery mildew\nE. Southern blight" } ] },...	agrobench	single_image_mcq_without_reasoning	"Tomato spotted wilt virus"	["Phytophthora blight", "Damping-off", "Tomato spotted wilt virus", "Powdery mildew", "Southern blight"]	train	Virus	Pepper	did	841
agrobench_png_20	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial brown spot\nB. Bean rust\nC. Mosaic\nD. White mold\nE. Black root rot" } ] }, { "role": "assista...	agrobench	single_image_mcq_without_reasoning	"Bacterial brown spot"	["Bacterial brown spot", "Bean rust", "Mosaic", "White mold", "Black root rot"]	train	Bacteria	Bean	did	904
agrobench_png_21	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Septoria blotch\nB. Ascochyta disease\nC. Bacterial wilt\nD. Angular leaf spot\nE. Clubroot" } ] }, { "rol...	agrobench	single_image_mcq_without_reasoning	"Bacterial wilt"	["Septoria blotch", "Ascochyta disease", "Bacterial wilt", "Angular leaf spot", "Clubroot"]	train	Bacteria	Pea	did	1198
agrobench_png_22	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Fusarium root rot\nB. Black root rot\nC. Mosaic\nD. Bean rust\nE. White mold" } ] }, { "role": "assistant"...	agrobench	single_image_mcq_without_reasoning	"Bean rust"	["Fusarium root rot", "Black root rot", "Mosaic", "Bean rust", "White mold"]	train	Fungus	Bean	did	457
agrobench_png_23	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. European stone fruit yellows\nB. Almond leaf scorch\nC. Brown line and decline\nD. Bacterial hyperplastic canker\nE. Hull ro...	agrobench	single_image_mcq_without_reasoning	"European stone fruit yellows"	["European stone fruit yellows", "Almond leaf scorch", "Brown line and decline", "Bacterial hyperplastic canker", "Hull rot"]	train	Phytoplasma	Almond	did	1462
agrobench_png_24	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Flyspeck\nB. Cedar apple rust\nC. Blister spot\nD. Blossom blast\nE. Apple proliferation" } ] }, { "role":...	agrobench	single_image_mcq_without_reasoning	"Blossom blast"	["Flyspeck", "Cedar apple rust", "Blister spot", "Blossom blast", "Apple proliferation"]	train	Bacteria	Apple	did	1032
agrobench_png_25	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Striga or Purple Witchweed [Orobanchaceae]\nB. Chocolate spot\nC. Dasheen mosaic\nD. Phytophthora leaf blight\nE. Alomae-bob...	agrobench	single_image_mcq_without_reasoning	"Dasheen mosaic"	["Striga or Purple Witchweed [Orobanchaceae]", "Chocolate spot", "Dasheen mosaic", "Phytophthora leaf blight", "Alomae-bobone"]	train	Virus	Cocoyam	did	292
agrobench_png_26	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. European stone fruit yellows\nB. Maize dwarf mosaic\nC. Alomae-bobone\nD. Phytophthora leaf blight\nE. Dasheen mosaic" ...	agrobench	single_image_mcq_without_reasoning	"Alomae-bobone"	["European stone fruit yellows", "Maize dwarf mosaic", "Alomae-bobone", "Phytophthora leaf blight", "Dasheen mosaic"]	train	Virus	Cocoyam	did	768
agrobench_png_27	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial speck\nB. Wirestem\nC. Ring spot\nD. Dasheen mosaic\nE. Downy mildew" } ] }, { "role": "assistan...	agrobench	single_image_mcq_without_reasoning	"Downy mildew"	["Bacterial speck", "Wirestem", "Ring spot", "Dasheen mosaic", "Downy mildew"]	train	Fungus	Broccoli	did	338
agrobench_png_28	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial palea browning\nB. Ring spot\nC. Wirestem\nD. Pink disease\nE. Black rot" } ] }, { "role": "assi...	agrobench	single_image_mcq_without_reasoning	"Black rot"	["Bacterial palea browning", "Ring spot", "Wirestem", "Pink disease", "Black rot"]	train	Fungus	Broccoli	did	787
agrobench_png_29	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bois noir disease\nB. Botrytis bunch rot\nC. Sunscald\nD. Pierce's disease\nE. Leaf spot" } ] }, { "role":...	agrobench	single_image_mcq_without_reasoning	"Botrytis bunch rot"	["Bois noir disease", "Botrytis bunch rot", "Sunscald", "Pierce's disease", "Leaf spot"]	train	Fungus	Grape	did	1248
agrobench_png_30	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Black shank\nB. Dasheen mosaic\nC. Sugarcane dwarf\nD. Phytophthora leaf blight\nE. Alomae-bobone" } ] }, { ...	agrobench	single_image_mcq_without_reasoning	"Phytophthora leaf blight"	["Black shank", "Dasheen mosaic", "Sugarcane dwarf", "Phytophthora leaf blight", "Alomae-bobone"]	train	Fungus	Cocoyam	did	857
agrobench_png_31	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Squash mosaic\nB. Bacterial leaf spot\nC. Bunch disease\nD. Yellow wilt\nE. Botrytis fruit rot" } ] }, { "...	agrobench	single_image_mcq_without_reasoning	"Bacterial leaf spot"	["Squash mosaic", "Bacterial leaf spot", "Bunch disease", "Yellow wilt", "Botrytis fruit rot"]	train	Bacteria	Pumpkin	did	154
agrobench_png_32	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Fusarium yellows and root rot\nB. Frosty pod\nC. Black pod\nD. Squash mosaic\nE. Cocoa swollen shoot" } ] }, {...	agrobench	single_image_mcq_without_reasoning	"Cocoa swollen shoot"	["Fusarium yellows and root rot", "Frosty pod", "Black pod", "Squash mosaic", "Cocoa swollen shoot"]	train	Virus	Cocoa	did	1161
agrobench_png_33	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Charcoal rot\nB. Cercospora leaf spot\nC. Giberrella stalk and ear rot\nD. Bacterial stalk and top rot\nE. Anthracnose" ...	agrobench	single_image_mcq_without_reasoning	"Giberrella stalk and ear rot"	["Charcoal rot", "Cercospora leaf spot", "Giberrella stalk and ear rot", "Bacterial stalk and top rot", "Anthracnose"]	train	Fungus	Maize	did	504
agrobench_png_34	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Cercospora leaf spot\nB. Bacterial stalk and top rot\nC. Holcus spot\nD. Anthracnose\nE. Charcoal rot" } ] }, ...	agrobench	single_image_mcq_without_reasoning	"Bacterial stalk and top rot"	["Cercospora leaf spot", "Bacterial stalk and top rot", "Holcus spot", "Anthracnose", "Charcoal rot"]	train	Bacteria	Maize	did	1024
agrobench_png_35	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Cedar apple rust\nB. Blister spot\nC. Hairy root\nD. Apple proliferation\nE. Flyspeck" } ] }, { "role": "a...	agrobench	single_image_mcq_without_reasoning	"Hairy root"	["Cedar apple rust", "Blister spot", "Hairy root", "Apple proliferation", "Flyspeck"]	train	Bacteria	Apple	did	1474
agrobench_png_36	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Enterobacter bulb decay\nB. Purple blotch\nC. Botrytis leaf blight\nD. Pythium seed rot\nE. Pink root" } ] }, ...	agrobench	single_image_mcq_without_reasoning	"Purple blotch"	["Enterobacter bulb decay", "Purple blotch", "Botrytis leaf blight", "Pythium seed rot", "Pink root"]	train	Fungus	Onion	did	441
agrobench_png_37	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Mealybug wilt\nB. Pink disease\nC. Bacterial stalk and top rot\nD. Phytophthora heart and root rot\nE. Bacterial heart rot a...	agrobench	single_image_mcq_without_reasoning	"Mealybug wilt"	["Mealybug wilt", "Pink disease", "Bacterial stalk and top rot", "Phytophthora heart and root rot", "Bacterial heart rot and fruit collapse"]	train	Virus	Pineapple	did	912
agrobench_png_38	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Narrow leaf spot\nB. Sheath blight\nC. Grain rot\nD. Sheath brown rot\nE. False smut" } ] }, { "role": "as...	agrobench	single_image_mcq_without_reasoning	"Sheath blight"	["Narrow leaf spot", "Sheath blight", "Grain rot", "Sheath brown rot", "False smut"]	train	Fungus	Rice	did	695
agrobench_png_39	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Foamy canker\nB. Strawberry lethal decline\nC. Ascochyta disease\nD. Blossom-end rot\nE. Damping off" } ] }, {...	agrobench	single_image_mcq_without_reasoning	"Foamy canker"	["Foamy canker", "Strawberry lethal decline", "Ascochyta disease", "Blossom-end rot", "Damping off"]	train	Bacteria	Koa	did	380
agrobench_png_40	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Papaya ringspot\nB. Powdery mildew\nC. Bacterial decline\nD. Black rot\nE. Cercospora black spot" } ] }, { ...	agrobench	single_image_mcq_without_reasoning	"Powdery mildew"	["Papaya ringspot", "Powdery mildew", "Bacterial decline", "Black rot", "Cercospora black spot"]	train	Fungus	Papaya	did	553
agrobench_png_41	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Black mold\nB. Bacterial wilt\nC. Buckeye rot\nD. Gray mold\nE. Fusarium wilt" } ] }, { "role": "assistant...	agrobench	single_image_mcq_without_reasoning	"Buckeye rot"	["Black mold", "Bacterial wilt", "Buckeye rot", "Gray mold", "Fusarium wilt"]	train	Fungus	Tomato	did	1136
agrobench_png_42	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Tomato spotted wilt virus\nB. Phytophthora blight\nC. Powdery mildew\nD. Southern blight\nE. Damping-off" } ] },...	agrobench	single_image_mcq_without_reasoning	"Southern blight"	["Tomato spotted wilt virus", "Phytophthora blight", "Powdery mildew", "Southern blight", "Damping-off"]	train	Fungus	Pepper	did	103
agrobench_png_43	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial blast and fruit spot\nB. Bacterial leaf streak and bulb rot\nC. Bacterial blight\nD. Southern corn leaf blight\nE....	agrobench	single_image_mcq_without_reasoning	"Anthracnose"	["Bacterial blast and fruit spot", "Bacterial leaf streak and bulb rot", "Bacterial blight", "Southern corn leaf blight", "Anthracnose"]	train	Fungus	Avocado	did	800
agrobench_png_44	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Southern stem rot\nB. Powdery mildew\nC. Phytophthora root rot\nD. Bacterial brown spot\nE. Marginal leaf blight" } ...	agrobench	single_image_mcq_without_reasoning	"Powdery mildew"	["Southern stem rot", "Powdery mildew", "Phytophthora root rot", "Bacterial brown spot", "Marginal leaf blight"]	train	Fungus	Chilli Pepper	did	945
agrobench_png_45	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bean rust\nB. Black root rot\nC. Mosaic\nD. Halo blight\nE. White mold" } ] }, { "role": "assistant", ...	agrobench	single_image_mcq_without_reasoning	"Halo blight"	["Bean rust", "Black root rot", "Mosaic", "Halo blight", "White mold"]	train	Bacteria	Bean	did	416
agrobench_png_46	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial canker and blast\nB. Ergot\nC. Ripe fruit rot\nD. Armillaria root rot\nE. Brown rot blossom" } ] }, ...	agrobench	single_image_mcq_without_reasoning	"Brown rot blossom"	["Bacterial canker and blast", "Ergot", "Ripe fruit rot", "Armillaria root rot", "Brown rot blossom"]	train	Fungus	Apricot	did	1423
agrobench_png_47	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial hyperplastic canker\nB. Hull rot\nC. European stone fruit yellows\nD. Almond leaf scorch\nE. Brown line and declin...	agrobench	single_image_mcq_without_reasoning	"Bacterial hyperplastic canker"	["Bacterial hyperplastic canker", "Hull rot", "European stone fruit yellows", "Almond leaf scorch", "Brown line and decline"]	train	Bacteria	Almond	did	1073
agrobench_png_48	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Cercospora leaf spot\nB. Bacterial stalk and top rot\nC. Holcus spot\nD. Anthracnose\nE. Charcoal rot" } ] }, ...	agrobench	single_image_mcq_without_reasoning	"Anthracnose"	["Cercospora leaf spot", "Bacterial stalk and top rot", "Holcus spot", "Anthracnose", "Charcoal rot"]	train	Fungus	Maize	did	1264
agrobench_png_49	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Sweet potato little leaf\nB. Bacterial stem and root rot\nC. Australian citrus dieback\nD. Blister spot\nE. Sweet potato sca...	agrobench	single_image_mcq_without_reasoning	"Sweet potato scab"	["Sweet potato little leaf", "Bacterial stem and root rot", "Australian citrus dieback", "Blister spot", "Sweet potato scab"]	train	Fungus	Sweet potato	did	251
agrobench_png_50	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Black shank\nB. Frogeye leaf spot\nC. Collar rot\nD. Tobacco Leaf Curl disease\nE. Tobacco mosaic" } ] }, { ...	agrobench	single_image_mcq_without_reasoning	"Tobacco mosaic"	["Black shank", "Frogeye leaf spot", "Collar rot", "Tobacco Leaf Curl disease", "Tobacco mosaic"]	train	Virus	Tobacco	did	601
agrobench_png_51	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial wilt\nB. Tomato mosaic virus\nC. Black mold\nD. Fusarium wilt\nE. Gray mold" } ] }, { "role": "a...	agrobench	single_image_mcq_without_reasoning	"Tomato mosaic virus"	["Bacterial wilt", "Tomato mosaic virus", "Black mold", "Fusarium wilt", "Gray mold"]	train	Virus	Tomato	did	314
agrobench_png_52	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Aster yellows\nB. Black chaff\nC. Bacterial blight\nD. Fusarium head blight\nE. Barley yellow dwarf" } ] }, { ...	agrobench	single_image_mcq_without_reasoning	"Fusarium head blight"	["Aster yellows", "Black chaff", "Bacterial blight", "Fusarium head blight", "Barley yellow dwarf"]	train	Fungus	Barley	did	1321
agrobench_png_53	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Common root rot\nB. Barley yellow dwarf\nC. Bacterial blight\nD. Aster yellows\nE. Black chaff" } ] }, { "...	agrobench	single_image_mcq_without_reasoning	"Common root rot"	["Common root rot", "Barley yellow dwarf", "Bacterial blight", "Aster yellows", "Black chaff"]	train	Fungus	Barley	did	744
agrobench_png_54	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Black spot\nB. Brittle root\nC. X-disease\nD. Pith necrosis\nE. Catface" } ] }, { "role": "assistant", ...	agrobench	single_image_mcq_without_reasoning	"Brittle root"	["Black spot", "Brittle root", "X-disease", "Pith necrosis", "Catface"]	train	Fungus	Horseradish	did	894
agrobench_png_55	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Monosporascus vine decline\nB. Anthracnose\nC. Pearl Millet Downy Mildew\nD. Striga or Purple Witchweed [Orobanchaceae]\nE. ...	agrobench	single_image_mcq_without_reasoning	"Smut"	["Monosporascus vine decline", "Anthracnose", "Pearl Millet Downy Mildew", "Striga or Purple Witchweed [Orobanchaceae]", "Smut"]	train	Fungus	Pearl Millet	did	197
agrobench_png_56	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Varnish spot\nB. Leaf drop\nC. Head rot\nD. Big vein\nE. Marginal leaf blight" } ] }, { "role": "assistant...	agrobench	single_image_mcq_without_reasoning	"Varnish spot"	["Varnish spot", "Leaf drop", "Head rot", "Big vein", "Marginal leaf blight"]	train	Fungus	Lettuce	did	1458
agrobench_png_57	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Petal blight\nB. Bacterial brown rot\nC. Bacterial bud and petal blight\nD. Bacterial leaf blight and rot\nE. Fusarium wilt"...	agrobench	single_image_mcq_without_reasoning	"Bacterial leaf blight and rot"	["Petal blight", "Bacterial brown rot", "Bacterial bud and petal blight", "Bacterial leaf blight and rot", "Fusarium wilt"]	train	Bacteria	Orchid	did	1008
agrobench_png_58	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial dieback of nectarine\nB. Phytophthora blight\nC. Web blotch\nD. Varnish spot\nE. Turnip mosaic" } ] },...	agrobench	single_image_mcq_without_reasoning	"Phytophthora blight"	["Bacterial dieback of nectarine", "Phytophthora blight", "Web blotch", "Varnish spot", "Turnip mosaic"]	train	Fungus	Pumpkin	did	528
agrobench_png_59	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Cercospora black spot\nB. Papaya dieback\nC. Bacterial decline\nD. Papaya ringspot\nE. Black rot" } ] }, { ...	agrobench	single_image_mcq_without_reasoning	"Papaya dieback"	["Cercospora black spot", "Papaya dieback", "Bacterial decline", "Papaya ringspot", "Black rot"]	train	Virus	Papaya	did	482
agrobench_png_60	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Phytophthora root rot\nB. Raspberry ringspot\nC. Yellow rust\nD. Raspberry mosaic disease\nE. Spur blight" } ] }...	agrobench	single_image_mcq_without_reasoning	"Raspberry ringspot"	["Phytophthora root rot", "Raspberry ringspot", "Yellow rust", "Raspberry mosaic disease", "Spur blight"]	train	Virus	Raspberry	did	178
agrobench_png_61	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Anthracnose\nB. Potato Early Blight\nC. Hairy root\nD. Cottony rot\nE. Black chaff" } ] }, { "role": "assi...	agrobench	single_image_mcq_without_reasoning	"Anthracnose"	["Anthracnose", "Potato Early Blight", "Hairy root", "Cottony rot", "Black chaff"]	train	Fungus	Guava	did	20
agrobench_png_62	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial soft rot\nB. Cercospora leaf spot\nC. Fusarium wilt\nD. Phytoplasma disease\nE. Botrytis blossom blight" } ...	agrobench	single_image_mcq_without_reasoning	"Phytoplasma disease"	["Bacterial soft rot", "Cercospora leaf spot", "Fusarium wilt", "Phytoplasma disease", "Botrytis blossom blight"]	train	Phytoplasma	Stock	did	656
agrobench_png_63	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Potato leaf roll\nB. Bacterial soft rot\nC. Leaf rust\nD. Ring spot\nE. Cocoa swollen shoot" } ] }, { "rol...	agrobench	single_image_mcq_without_reasoning	"Bacterial soft rot"	["Potato leaf roll", "Bacterial soft rot", "Leaf rust", "Ring spot", "Cocoa swollen shoot"]	train	Bacteria	Cactus	did	1399
agrobench_png_64	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Plum leaf scald\nB. Black knot\nC. Frogeye leaf spot\nD. Bacterial leaf blight and rot\nE. Red stele" } ] }, {...	agrobench	single_image_mcq_without_reasoning	"Black knot"	["Plum leaf scald", "Black knot", "Frogeye leaf spot", "Bacterial leaf blight and rot", "Red stele"]	train	Fungus	Plum	did	206
agrobench_png_65	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Black mold\nB. Fusarium wilt\nC. Bacterial wilt\nD. Gray mold\nE. Water stress" } ] }, { "role": "assistan...	agrobench	single_image_mcq_without_reasoning	"Water stress"	["Black mold", "Fusarium wilt", "Bacterial wilt", "Gray mold", "Water stress"]	train	Environmental	Tomato	did	1233
agrobench_png_66	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Septoria leaf spot\nB. Black mold\nC. Gray mold\nD. Fusarium wilt\nE. Bacterial wilt" } ] }, { "role": "as...	agrobench	single_image_mcq_without_reasoning	"Bacterial wilt"	["Septoria leaf spot", "Black mold", "Gray mold", "Fusarium wilt", "Bacterial wilt"]	train	Bacteria	Tomato	did	713
agrobench_png_67	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Zonate leaf spot\nB. Stunt\nC. Bacterial leaf scorch\nD. Bacterial decline\nE. Bunch disease" } ] }, { "ro...	agrobench	single_image_mcq_without_reasoning	"Bunch disease"	["Zonate leaf spot", "Stunt", "Bacterial leaf scorch", "Bacterial decline", "Bunch disease"]	train	Phytoplasma	Pecan	did	1376
agrobench_png_68	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Cylindrocladium black rot\nB. Bacterial wilt\nC. Web blotch\nD. Peanut bud necrosis\nE. Sclerotinia blight" } ] ...	agrobench	single_image_mcq_without_reasoning	"Bacterial wilt"	["Cylindrocladium black rot", "Bacterial wilt", "Web blotch", "Peanut bud necrosis", "Sclerotinia blight"]	train	Bacteria	Peanut	did	343
agrobench_png_69	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Anthracnose\nB. Brown Streak\nC. Mosaic Disease\nD. Witches' broom\nE. Root rot" } ] }, { "role": "assista...	agrobench	single_image_mcq_without_reasoning	"Anthracnose"	["Anthracnose", "Brown Streak", "Mosaic Disease", "Witches' broom", "Root rot"]	train	Fungus	Cassava	did	590
agrobench_png_70	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Tomato spotted wilt virus\nB. Powdery mildew\nC. Damping-off\nD. Southern blight\nE. Phytophthora blight" } ] },...	agrobench	single_image_mcq_without_reasoning	"Southern blight"	["Tomato spotted wilt virus", "Powdery mildew", "Damping-off", "Southern blight", "Phytophthora blight"]	train	Fungus	Pepper	did	98
agrobench_png_71	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Gummy stem blight\nB. Cucumber mosaic\nC. Angular leaf spot\nD. Monosporascus vine decline\nE. Squash mosaic" } ] ...	agrobench	single_image_mcq_without_reasoning	"Gummy stem blight"	["Gummy stem blight", "Cucumber mosaic", "Angular leaf spot", "Monosporascus vine decline", "Squash mosaic"]	train	Fungus	Cantaloupe	did	969
agrobench_png_72	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Asparagus rust\nB. Tobacco mosaic\nC. Bacterial leaf spot and blight\nD. Scab\nE. Bacterial fasciation" } ] }, ...	agrobench	single_image_mcq_without_reasoning	"Scab"	["Asparagus rust", "Tobacco mosaic", "Bacterial leaf spot and blight", "Scab", "Bacterial fasciation"]	train	Fungus	Gourd	did	986
agrobench_png_73	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial leaf blight\nB. Graphiola leaf spot\nC. Pink disease\nD. Mosaic\nE. stripe" } ] }, { "role": "as...	agrobench	single_image_mcq_without_reasoning	"stripe"	["Bacterial leaf blight", "Graphiola leaf spot", "Pink disease", "Mosaic", "stripe"]	train	Virus	Maize	did	77
agrobench_png_74	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Grain rot\nB. False smut\nC. Sheath brown rot\nD. Sheath blight\nE. Narrow leaf spot" } ] }, { "role": "as...	agrobench	single_image_mcq_without_reasoning	"Sheath blight"	["Grain rot", "False smut", "Sheath brown rot", "Sheath blight", "Narrow leaf spot"]	train	Fungus	Rice	did	1225
agrobench_png_75	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Dasheen mosaic\nB. Sweet potato scab\nC. Bacterial stem and root rot\nD. Mosaic\nE. Sweet potato little leaf" } ] ...	agrobench	single_image_mcq_without_reasoning	"Bacterial stem and root rot"	["Dasheen mosaic", "Sweet potato scab", "Bacterial stem and root rot", "Mosaic", "Sweet potato little leaf"]	train	Bacteria	Sweet potato	did	210
agrobench_png_76	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Brown line and decline\nB. Cercospora leaf spot\nC. Bacterial canker\nD. Cercospora Blight\nE. Phomopsis leaf blight" ...	agrobench	single_image_mcq_without_reasoning	"Bacterial canker"	["Brown line and decline", "Cercospora leaf spot", "Bacterial canker", "Cercospora Blight", "Phomopsis leaf blight"]	train	Bacteria	Mume	did	640
agrobench_png_77	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Strawberry lethal decline\nB. Phomopsis leaf blight\nC. Green petal disease\nD. Red stele\nE. Strawberry yellows" } ...	agrobench	single_image_mcq_without_reasoning	"Strawberry yellows"	["Strawberry lethal decline", "Phomopsis leaf blight", "Green petal disease", "Red stele", "Strawberry yellows"]	train	Phytoplasma	Strawberry	did	355
agrobench_png_78	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial decline\nB. Black spot\nC. Papaya ringspot\nD. Cercospora black spot\nE. Black rot" } ] }, { "ro...	agrobench	single_image_mcq_without_reasoning	"Black spot"	["Bacterial decline", "Black spot", "Papaya ringspot", "Cercospora black spot", "Black rot"]	train	Fungus	Papaya	did	1360
agrobench_png_79	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Fusarium wilt\nB. Black mold\nC. Gray mold\nD. Bacterial wilt\nE. Little leaf" } ] }, { "role": "assistant...	agrobench	single_image_mcq_without_reasoning	"Little leaf"	["Fusarium wilt", "Black mold", "Gray mold", "Bacterial wilt", "Little leaf"]	train	Phytoplasma	Tomato	did	705
agrobench_png_80	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Purple blotch\nB. Powdery mildew\nC. Mal secco\nD. Phytophthora crown and root rot\nE. False smut" } ] }, { ...	agrobench	single_image_mcq_without_reasoning	"Powdery mildew"	["Purple blotch", "Powdery mildew", "Mal secco", "Phytophthora crown and root rot", "False smut"]	train	Fungus	Squash	did	1419
agrobench_png_81	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Leaf scald\nB. Turnip mosaic\nC. Fusarium basal plate rot\nD. Fire blight\nE. Coffee berry disease" } ] }, { ...	agrobench	single_image_mcq_without_reasoning	"Fire blight"	["Leaf scald", "Turnip mosaic", "Fusarium basal plate rot", "Fire blight", "Coffee berry disease"]	train	Bacteria	Loquat	did	1049
agrobench_png_82	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Root rot\nB. Witches' broom\nC. Alternaria leaf blight\nD. Mosaic Disease\nE. Brown Streak" } ] }, { "role...	agrobench	single_image_mcq_without_reasoning	"Witches' broom"	["Root rot", "Witches' broom", "Alternaria leaf blight", "Mosaic Disease", "Brown Streak"]	train	Phytoplasma	Cassava	did	586
agrobench_png_83	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Citrus canker\nB. Citrus greening\nC. Melanose\nD. Citrus stubborn disease\nE. Tristeza disease" } ] }, { ...	agrobench	single_image_mcq_without_reasoning	"Citrus canker"	["Citrus canker", "Citrus greening", "Melanose", "Citrus stubborn disease", "Tristeza disease"]	train	Bacteria	Orange	did	569
agrobench_png_84	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Beet western yellows virus\nB. Yellow wilt\nC. Cercospora leaf spot\nD. Bacterial vascular necrosis and rot\nE. Fusarium yel...	agrobench	single_image_mcq_without_reasoning	"Cercospora leaf spot"	["Beet western yellows virus", "Yellow wilt", "Cercospora leaf spot", "Bacterial vascular necrosis and rot", "Fusarium yellows and root rot"]	train	Fungus	Beet	did	139
agrobench_png_85	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Aster yellows\nB. Loose smut\nC. Black chaff\nD. Barley yellow dwarf\nE. Bacterial blight" } ] }, { "role"...	agrobench	single_image_mcq_without_reasoning	"Loose smut"	["Aster yellows", "Loose smut", "Black chaff", "Barley yellow dwarf", "Bacterial blight"]	train	Fungus	Barley	did	61
agrobench_png_86	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Damping-off\nB. Tomato spotted wilt virus\nC. Phytophthora blight\nD. Cercospora leaf spot\nE. Powdery mildew" } ]...	agrobench	single_image_mcq_without_reasoning	"Cercospora leaf spot"	["Damping-off", "Tomato spotted wilt virus", "Phytophthora blight", "Cercospora leaf spot", "Powdery mildew"]	train	Fungus	Pepper	did	990
agrobench_png_87	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bois noir disease\nB. Leaf spot\nC. Pierce's disease\nD. Botrytis bunch rot\nE. Yellow wilt" } ] }, { "rol...	agrobench	single_image_mcq_without_reasoning	"Leaf spot"	["Bois noir disease", "Leaf spot", "Pierce's disease", "Botrytis bunch rot", "Yellow wilt"]	train	Fungus	Grape	did	617
agrobench_png_88	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Magnesium deficiency\nB. Stewart's wilt\nC. Marginal leaf blight\nD. Mosaic Disease\nE. Black chaff" } ] }, { ...	agrobench	single_image_mcq_without_reasoning	"Black chaff"	["Magnesium deficiency", "Stewart's wilt", "Marginal leaf blight", "Mosaic Disease", "Black chaff"]	train	Bacteria	Wheatgrass	did	247
agrobench_png_89	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Rugose leaf curl\nB. Pink disease\nC. Bacterial rot\nD. Clubroot\nE. Slime flux" } ] }, { "role": "assista...	agrobench	single_image_mcq_without_reasoning	"Bacterial rot"	["Rugose leaf curl", "Pink disease", "Bacterial rot", "Clubroot", "Slime flux"]	train	Bacteria	Fennel	did	1272
agrobench_png_90	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Leaf curl\nB. Phytophthora root rot\nC. Spur blight\nD. Yellow rust\nE. Raspberry ringspot" } ] }, { "role...	agrobench	single_image_mcq_without_reasoning	"Leaf curl"	["Leaf curl", "Phytophthora root rot", "Spur blight", "Yellow rust", "Raspberry ringspot"]	train	Virus	Raspberry	did	752
agrobench_png_91	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Basal glume rot\nB. Tan spot\nC. Barley yellow dwarf\nD. Bacterial mosaic\nE. Eyespot" } ] }, { "role": "a...	agrobench	single_image_mcq_without_reasoning	"Barley yellow dwarf"	["Basal glume rot", "Tan spot", "Barley yellow dwarf", "Bacterial mosaic", "Eyespot"]	train	Virus	Wheat	did	1337
agrobench_png_92	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Mosaic\nB. Black root rot\nC. Damping-off\nD. Bean rust\nE. White mold" } ] }, { "role": "assistant", ...	agrobench	single_image_mcq_without_reasoning	"Damping-off"	["Mosaic", "Black root rot", "Damping-off", "Bean rust", "White mold"]	train	Fungus	Bean	did	302
agrobench_png_93	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Anthracnose\nB. Gray mold\nC. Black mold\nD. Bacterial wilt\nE. Fusarium wilt" } ] }, { "role": "assistant...	agrobench	single_image_mcq_without_reasoning	"Anthracnose"	["Anthracnose", "Gray mold", "Black mold", "Bacterial wilt", "Fusarium wilt"]	train	Fungus	Tomato	did	181
agrobench_png_94	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Mummy berry\nB. Bacterial decline\nC. Stem canker\nD. Powder mildew\nE. Botrytis blossom blight" } ] }, { ...	agrobench	single_image_mcq_without_reasoning	"Mummy berry"	["Mummy berry", "Bacterial decline", "Stem canker", "Powder mildew", "Botrytis blossom blight"]	train	Fungus	Blueberry	did	928
agrobench_png_95	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Pythium fruit rot\nB. Target leaf spot\nC. Angular leaf spot\nD. Belly rot\nE. Charcoal rot" } ] }, { "rol...	agrobench	single_image_mcq_without_reasoning	"Angular leaf spot"	["Pythium fruit rot", "Target leaf spot", "Angular leaf spot", "Belly rot", "Charcoal rot"]	train	Bacteria	Cucumber	did	882
agrobench_png_96	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial bud and petal blight\nB. Bacterial brown rot\nC. Cedar apple rust\nD. Petal blight\nE. Bacterial leaf blight and r...	agrobench	single_image_mcq_without_reasoning	"Bacterial brown rot"	["Bacterial bud and petal blight", "Bacterial brown rot", "Cedar apple rust", "Petal blight", "Bacterial leaf blight and rot"]	train	Bacteria	Orchid	did	36
agrobench_png_97	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Rust\nB. Potato Late Blight\nC. Pith necrosis\nD. Tomato big bud\nE. Chocolate spot" } ] }, { "role": "ass...	agrobench	single_image_mcq_without_reasoning	"Rust"	["Rust", "Potato Late Blight", "Pith necrosis", "Tomato big bud", "Chocolate spot"]	train	Fungus	Lemon grass	did	494
agrobench_png_98	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Alfalfa mosaic\nB. Pink root\nC. Boll rot\nD. Asochyta blight\nE. Target spot" } ] }, { "role": "assistant...	agrobench	single_image_mcq_without_reasoning	"Asochyta blight"	["Alfalfa mosaic", "Pink root", "Boll rot", "Asochyta blight", "Target spot"]	train	Fungus	Cotton	did	549
agrobench_png_99	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Bacterial dieback of nectarine\nB. Bacterial spot\nC. Pink root\nD. Rasp leaf\nE. Gray mold" } ] }, { "rol...	agrobench	single_image_mcq_without_reasoning	"Bacterial spot"	["Bacterial dieback of nectarine", "Bacterial spot", "Pink root", "Rasp leaf", "Gray mold"]	train	Bacteria	Nectarine	did	1086
agrobench_png_100	[ { "role": "user", "content": [ { "type": "image", "text": null }, { "type": "text", "text": "What disease is affecting the plant?\nA. Net blotch\nB. Bacterial blast\nC. Shot hole disease\nD. Pear decline\nE. Common leaf spot" } ] }, { "role...	agrobench	single_image_mcq_without_reasoning	"Pear decline"	["Net blotch", "Bacterial blast", "Shot hole disease", "Pear decline", "Common leaf spot"]	train	Phytoplasma	Pear	did	119

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AgroBench

AgroBench is a vision-language model (VLM) benchmark for agriculture, annotated by expert agronomists. It covers seven agricultural topics spanning 203 crop categories and 682 disease categories, with 4,342 question-answer examples pairing images with multiple-choice questions across tasks such as crop identification, disease diagnosis, pest identification, and weed identification.

This dataset has been standardized to the HF image_text_to_text format: one conversational messages schema, imagefolder-native images, and (if present) a text_only parquet config.

This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.

Usage

from datasets import load_dataset

# Single image folder -> one default config
ds = load_dataset("Project-AgML/AgroBench")

# Stream without downloading
ds = load_dataset("Project-AgML/AgroBench", streaming=True)

Each record has file_names (1..N images), a messages conversation, and the original fields preserved verbatim as JSON-string columns. Multi-image rows return images as a list aligned to the {"type": "image"} placeholders in messages.

Citation

@InProceedings{Shinoda_2025_ICCV,
  author    = {Shinoda, Risa and Inoue, Nakamasa and Kataoka, Hirokatsu and Onishi, Masaki and Ushiku, Yoshitaka},
  title     = {AgroBench: Vision-Language Model Benchmark in Agriculture},
  booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
  month     = {October},
  year      = {2025},
  pages     = {7634-7644}
}

Shinoda, Risa; Inoue, Nakamasa; Kataoka, Hirokatsu; Onishi, Masaki; Ushiku, Yoshitaka (2025), "AgroBench: Vision-Language Model Benchmark in Agriculture", Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp. 7634-7644

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