Datasets:
id stringlengths 15 33 | image stringlengths 28 32 | gt_score float64 1.25 4.17 | gt_score_norm float64 1.2 4.82 | level_probs_org listlengths 5 5 | level_probs listlengths 5 5 | std float64 0.35 1.1 | std_norm float64 0.43 1.37 | conversations listlengths 2 2 |
|---|---|---|---|---|---|---|---|---|
10004473376.jpg->3.82857142857143 | koniq10k/512x384/10004473376.jpg | 3.828571 | 4.400807 | [
0.4006917923,
0.5044722747,
0.0622957309,
0.0007545246,
8.964e-7
] | [
0.4222323401,
0.5336233995,
0.0590205403,
0,
0
] | 0.527278 | 0.656258 | [
{
"from": "human",
"value": "What is your quality rating for this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10007903636.jpg->3.78125 | koniq10k/512x384/10007903636.jpg | 3.78125 | 4.34191 | [
0.3676832795,
0.5307964441,
0.0751196086,
0.001042197,
0.0000014175
] | [
0.3832408141,
0.5562548667,
0.0729186737,
0,
0
] | 0.52722 | 0.656185 | [
{
"from": "human",
"value": "Could you evaluate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10009096245.jpg->3.92660550458716 | koniq10k/512x384/10009096245.jpg | 3.926606 | 4.522822 | [
0.4544222781,
0.4332899836,
0.0512738727,
0.0007530296,
0.0000013725
] | [
0.5025190439,
0.4785282702,
0.0448383997,
0,
0
] | 0.556218 | 0.692277 | [
{
"from": "human",
"value": "Can you rate the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
100117038.jpg->3.83 | koniq10k/512x384/100117038.jpg | 3.83 | 4.402585 | [
0.4009222955,
0.5003188462,
0.0642751715,
0.0008500596,
0.0000011574
] | [
0.4238089562,
0.5309409955,
0.0609624324,
0,
0
] | 0.53286 | 0.663205 | [
{
"from": "human",
"value": "What's your opinion on the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10012398043.jpg->3.33980582524272 | koniq10k/512x384/10012398043.jpg | 3.339806 | 3.792482 | [
0.1516825962,
0.4992339315,
0.305090191,
0.0346184965,
0.0007293634
] | [
0.1518338484,
0.511155895,
0.3104369822,
0.0308050747,
0
] | 0.619193 | 0.770657 | [
{
"from": "human",
"value": "How would you judge the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10013822223.jpg->3.58181818181818 | koniq10k/512x384/10013822223.jpg | 3.581818 | 4.093694 | [
0.2358330489,
0.5973232855,
0.1536249921,
0.0040120095,
0.0000106392
] | [
0.2386888505,
0.6099340049,
0.1542623856,
0.0006120537,
0
] | 0.531258 | 0.661212 | [
{
"from": "human",
"value": "What do you think about the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10014002683.jpg->3.4811320754717 | koniq10k/512x384/10014002683.jpg | 3.481132 | 3.968379 | [
0.2188597283,
0.4922015904,
0.2410113527,
0.0256950412,
0.0005964561
] | [
0.2248647566,
0.517986323,
0.2486193282,
0.0177221871,
0
] | 0.65073 | 0.809909 | [
{
"from": "human",
"value": "What's your opinion on the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10017119924.jpg->3.42342342342342 | koniq10k/512x384/10017119924.jpg | 3.423423 | 3.896554 | [
0.1582807154,
0.5776677577,
0.246715401,
0.0123305487,
0.0000721168
] | [
0.1585837501,
0.5850098002,
0.2485027269,
0.0101839503,
0
] | 0.548544 | 0.682726 | [
{
"from": "human",
"value": "Can you rate the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10022844623.jpg->3.2843137254902 | koniq10k/512x384/10022844623.jpg | 3.284314 | 3.723416 | [
0.1252057233,
0.4964900846,
0.3340329455,
0.0381294334,
0.0007384545
] | [
0.124606317,
0.5043529791,
0.3381931223,
0.0355453872,
0
] | 0.603249 | 0.750813 | [
{
"from": "human",
"value": "Can you rate the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10027545463.jpg->3.74509803921569 | koniq10k/512x384/10027545463.jpg | 3.745098 | 4.296915 | [
0.3433911296,
0.538977966,
0.0918998442,
0.0017022383,
0.0000034252
] | [
0.357017826,
0.5642472825,
0.0905561184,
0,
0
] | 0.539275 | 0.671189 | [
{
"from": "human",
"value": "Can you judge the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10027582235.jpg->3.82242990654206 | koniq10k/512x384/10027582235.jpg | 3.82243 | 4.393163 | [
0.3987129321,
0.5303425755,
0.048840108,
0.0003114015,
1.375e-7
] | [
0.4131231191,
0.5512681568,
0.0459323162,
0,
0
] | 0.491687 | 0.611961 | [
{
"from": "human",
"value": "How would you rate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10029841663.jpg->3.46268656716418 | koniq10k/512x384/10029841663.jpg | 3.462687 | 3.945421 | [
0.1865437659,
0.5600250622,
0.2316073712,
0.013195185,
0.0001035611
] | [
0.187920265,
0.5718424344,
0.2342436479,
0.00972563,
0
] | 0.570671 | 0.710265 | [
{
"from": "human",
"value": "Could you evaluate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10031298826.jpg->2.87704918032787 | koniq10k/512x384/10031298826.jpg | 2.877049 | 3.216528 | [
0.0144470328,
0.2971448686,
0.5794332667,
0.1071233708,
0.0018776327
] | [
0.0132619058,
0.2977573075,
0.5818406681,
0.1065275367,
0.0006125818
] | 0.523464 | 0.651511 | [
{
"from": "human",
"value": "Rate the quality of this image.\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is fair."
}
] |
10031913154.jpg->3.48507462686567 | koniq10k/512x384/10031913154.jpg | 3.485075 | 3.973286 | [
0.2026346759,
0.5478291975,
0.2241442861,
0.0138790985,
0.0001300607
] | [
0.2050907562,
0.5629048959,
0.2273867146,
0.0094346542,
0
] | 0.584706 | 0.727733 | [
{
"from": "human",
"value": "Rate the quality of this image.\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10041870415.jpg->3.45192307692308 | koniq10k/512x384/10041870415.jpg | 3.451923 | 3.932025 | [
0.1667664802,
0.5932507922,
0.2259575399,
0.0092145535,
0.0000402328
] | [
0.1672091438,
0.6004504252,
0.2273379922,
0.007161056,
0
] | 0.537521 | 0.669006 | [
{
"from": "human",
"value": "How would you rate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10047832035.jpg->3.65346534653465 | koniq10k/512x384/10047832035.jpg | 3.653465 | 4.182867 | [
0.2827803325,
0.5746529607,
0.1248236818,
0.0028981658,
0.0000071926
] | [
0.2891833774,
0.592749962,
0.1248981505,
0,
0
] | 0.53732 | 0.668756 | [
{
"from": "human",
"value": "Could you evaluate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10048365153.jpg->3.07920792079208 | koniq10k/512x384/10048365153.jpg | 3.079208 | 3.468138 | [
0.0690732047,
0.4106897062,
0.4339300341,
0.081475547,
0.0027185451
] | [
0.0677400075,
0.4139525815,
0.4375055823,
0.0803092095,
0.0004926192
] | 0.61128 | 0.760808 | [
{
"from": "human",
"value": "What do you think about the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10058760545.jpg->1.62 | koniq10k/512x384/10058760545.jpg | 1.62 | 1.651987 | [
0.0000375601,
0.0047787042,
0.1108991242,
0.469440639,
0.362466477
] | [
0,
0,
0,
0.6519865934,
0.3480134066
] | 0.61595 | 0.76662 | [
{
"from": "human",
"value": "Rate the quality of this image.\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is bad."
}
] |
10068507976.jpg->3.1 | koniq10k/512x384/10068507976.jpg | 3.1 | 3.494016 | [
0.0485696889,
0.4467494253,
0.4526851101,
0.0505314713,
0.0006213856
] | [
0.0481537409,
0.4478721923,
0.4538308148,
0.0501231044,
0.0000201475
] | 0.540981 | 0.673313 | [
{
"from": "human",
"value": "How do you assess the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10068778516.jpg->3.68421052631579 | koniq10k/512x384/10068778516.jpg | 3.684211 | 4.221133 | [
0.3056381997,
0.5499354237,
0.120400243,
0.0032074112,
0.0000103967
] | [
0.3157877055,
0.5734074672,
0.1204479571,
0,
0
] | 0.553601 | 0.68902 | [
{
"from": "human",
"value": "How would you rate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10069534975.jpg->3.67592592592593 | koniq10k/512x384/10069534975.jpg | 3.675926 | 4.210822 | [
0.2896693571,
0.596427021,
0.101057627,
0.0014090873,
0.0000016168
] | [
0.2948120559,
0.6110958593,
0.1003431235,
0,
0
] | 0.50841 | 0.632774 | [
{
"from": "human",
"value": "What's your opinion on the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10071864114.jpg->3.74107142857143 | koniq10k/512x384/10071864114.jpg | 3.741071 | 4.291903 | [
0.3401713027,
0.5461870773,
0.0901100777,
0.0015275432,
0.0000026607
] | [
0.3524677179,
0.5697355732,
0.088748757,
0,
0
] | 0.532638 | 0.662929 | [
{
"from": "human",
"value": "Can you rate the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10075168775.jpg->3.72277227722772 | koniq10k/512x384/10075168775.jpg | 3.722772 | 4.269128 | [
0.3295808127,
0.5395396941,
0.1044477152,
0.0023910494,
0.0000064728
] | [
0.34256917,
0.5653103248,
0.1037299944,
0,
0
] | 0.549887 | 0.684398 | [
{
"from": "human",
"value": "What do you think about the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10077468576.jpg->3.66037735849057 | koniq10k/512x384/10077468576.jpg | 3.660377 | 4.19147 | [
0.2806784634,
0.5959709982,
0.1102361841,
0.0017762587,
0.0000024933
] | [
0.2855241839,
0.6106184862,
0.1097832203,
0,
0
] | 0.514306 | 0.640112 | [
{
"from": "human",
"value": "Rate the quality of this image.\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10077880165.jpg->2.19444444444444 | koniq10k/512x384/10077880165.jpg | 2.194444 | 2.366949 | [
0.000831957,
0.0450209206,
0.3750850833,
0.481113045,
0.0950093595
] | [
0,
0.0434814299,
0.3780936791,
0.4855826428,
0.0941586795
] | 0.58738 | 0.731062 | [
{
"from": "human",
"value": "How would you judge the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is poor."
}
] |
10079711433.jpg->3.12878787878788 | koniq10k/512x384/10079711433.jpg | 3.128788 | 3.529846 | [
0.050501202,
0.469086475,
0.4380004784,
0.0411118231,
0.0003879086
] | [
0.0502186441,
0.4701074177,
0.4389246173,
0.0408000261,
0
] | 0.530091 | 0.65976 | [
{
"from": "human",
"value": "What's your opinion on the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
100882570.jpg->3.41414141414141 | koniq10k/512x384/100882570.jpg | 3.414141 | 3.885001 | [
0.1920059548,
0.4846582368,
0.2714563553,
0.0337371153,
0.0009303779
] | [
0.1951646225,
0.5060591894,
0.2795675107,
0.0270302004,
0
] | 0.654811 | 0.814987 | [
{
"from": "human",
"value": "Can you judge the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10089027076.jpg->1.87037037037037 | koniq10k/512x384/10089027076.jpg | 1.87037 | 1.963601 | [
0.0004944236,
0.0219559635,
0.2185149986,
0.487399898,
0.243649232
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0,
0.0122163068,
0.2262565306,
0.5190549969,
0.2536261039
] | 0.656991 | 0.817701 | [
{
"from": "human",
"value": "Can you rate the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is poor."
}
] |
10091520555.jpg->2.30188679245283 | koniq10k/512x384/10091520555.jpg | 2.301887 | 2.500673 | [
0.000555899,
0.0484046987,
0.4513432047,
0.4506652014,
0.0481868871
] | [
0.0000019008,
0.0480242598,
0.4524243219,
0.4517438594,
0.0478056581
] | 0.53754 | 0.66903 | [
{
"from": "human",
"value": "Can you judge the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is poor."
}
] |
10094235786.jpg->3.27 | koniq10k/512x384/10094235786.jpg | 3.27 | 3.705601 | [
0.0684783106,
0.5827702481,
0.3348233876,
0.0129869833,
0.0000340075
] | [
0.0688587963,
0.5823712189,
0.3348001727,
0.0134515775,
0.0005182346
] | 0.489382 | 0.609092 | [
{
"from": "human",
"value": "How do you assess the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10110458216.jpg->3.37 | koniq10k/512x384/10110458216.jpg | 3.37 | 3.830062 | [
0.1486443792,
0.5374942185,
0.2853314289,
0.0222369866,
0.0002544209
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0.1487389413,
0.5462202205,
0.2884600826,
0.0195256382,
0
] | 0.580056 | 0.721946 | [
{
"from": "human",
"value": "What is your quality rating for this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10111411235.jpg->1.69911504424779 | koniq10k/512x384/10111411235.jpg | 1.699115 | 1.750454 | [
0.0000225188,
0.0043490404,
0.1238474578,
0.5200267487,
0.3219653962
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0,
0,
0.1243581065,
0.5512809355,
0.3378500095
] | 0.580716 | 0.722768 | [
{
"from": "human",
"value": "Can you rate the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is bad."
}
] |
10115071674.jpg->3.73394495412844 | koniq10k/512x384/10115071674.jpg | 3.733945 | 4.283033 | [
0.3346783054,
0.4746815308,
0.1344764865,
0.0076095613,
0.0000860087
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0.3630212907,
0.5211095494,
0.1369582352,
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0
] | 0.633073 | 0.787932 | [
{
"from": "human",
"value": "How do you assess the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10118773964.jpg->3.03960396039604 | koniq10k/512x384/10118773964.jpg | 3.039604 | 3.418846 | [
0.0392716056,
0.4072045782,
0.4853506919,
0.0664978586,
0.0010472941
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0.0387461204,
0.4081706835,
0.4866335995,
0.066082748,
0.0003668486
] | 0.546275 | 0.679901 | [
{
"from": "human",
"value": "What's your opinion on the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10121813934.jpg->3.35238095238095 | koniq10k/512x384/10121813934.jpg | 3.352381 | 3.808133 | [
0.1780586559,
0.4511599188,
0.2981992709,
0.051415172,
0.0023125155
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0.1804533777,
0.4742384524,
0.3096930567,
0.0442183235,
0
] | 0.693111 | 0.862656 | [
{
"from": "human",
"value": "How would you rate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10125013364.jpg->2.19083969465649 | koniq10k/512x384/10125013364.jpg | 2.19084 | 2.362462 | [
0.0009730079,
0.0471344373,
0.3716775744,
0.4770901504,
0.0996874769
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0,
0.0453591269,
0.3751545225,
0.4822730477,
0.098762661
] | 0.596329 | 0.742199 | [
{
"from": "human",
"value": "Can you judge the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is poor."
}
] |
10126857344.jpg->3.51754385964912 | koniq10k/512x384/10126857344.jpg | 3.517544 | 4.013697 | [
0.2267397424,
0.5227924144,
0.2163166186,
0.0160623643,
0.0002140366
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0.2320176451,
0.5447011664,
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0.0095054009,
0
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{
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{
"from": "gpt",
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{
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{
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{
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{
"from": "gpt",
"value": "The quality of the image is poor."
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{
"from": "gpt",
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{
"from": "gpt",
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{
"from": "gpt",
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{
"from": "gpt",
"value": "The quality of the image is poor."
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{
"from": "gpt",
"value": "The quality of the image is excellent."
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{
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"value": "The quality of the image is bad."
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{
"from": "gpt",
"value": "The quality of the image is fair."
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{
"from": "gpt",
"value": "The quality of the image is fair."
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{
"from": "gpt",
"value": "The quality of the image is good."
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{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
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{
"from": "gpt",
"value": "The quality of the image is fair."
}
] |
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"from": "human",
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{
"from": "gpt",
"value": "The quality of the image is good."
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] |
10260190424.jpg->3.50925925925926 | koniq10k/512x384/10260190424.jpg | 3.509259 | 4.003386 | [
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"from": "human",
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{
"from": "gpt",
"value": "The quality of the image is good."
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] |
1026198859.jpg->3.58653846153846 | koniq10k/512x384/1026198859.jpg | 3.586538 | 4.099569 | [
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"from": "human",
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{
"from": "gpt",
"value": "The quality of the image is good."
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10262588616.jpg->3.25 | koniq10k/512x384/10262588616.jpg | 3.25 | 3.680708 | [
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0.0257535903,
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"from": "human",
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},
{
"from": "gpt",
"value": "The quality of the image is good."
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"from": "human",
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},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
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0.0000020746
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0.2918279211,
0.6095189717,
0.1048710417,
0,
0
] | 0.512364 | 0.637695 | [
{
"from": "human",
"value": "What do you think about the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10278246465.jpg->3.53488372093023 | koniq10k/512x384/10278246465.jpg | 3.534884 | 4.035279 | [
0.2080151135,
0.6027674347,
0.1769871934,
0.0052658814,
0.0000158759
] | [
0.2096069118,
0.6128419852,
0.1779122391,
0.0025008428,
0
] | 0.531015 | 0.660909 | [
{
"from": "human",
"value": "What is your quality rating for this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10280683815.jpg->3.7378640776699 | koniq10k/512x384/10280683815.jpg | 3.737864 | 4.287911 | [
0.3396302818,
0.5260166069,
0.1035556718,
0.0025913717,
0.0000082427
] | [
0.3555661792,
0.555163061,
0.1027592417,
0,
0
] | 0.559432 | 0.696277 | [
{
"from": "human",
"value": "Rate the quality of this image.\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10280835505.jpg->2.23 | koniq10k/512x384/10280835505.jpg | 2.23 | 2.411202 | [
0.0006607565,
0.0444991889,
0.3993647754,
0.4776331189,
0.0761247929
] | [
0,
0.0435844098,
0.4013277882,
0.480230851,
0.0754664825
] | 0.565953 | 0.704394 | [
{
"from": "human",
"value": "How would you rate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is poor."
}
] |
10283619534.jpg->3.69 | koniq10k/512x384/10283619534.jpg | 3.69 | 4.228339 | [
0.3104839106,
0.5398165281,
0.1225285363,
0.0036308834,
0.0000140466
] | [
0.3222782717,
0.565724821,
0.122755466,
0,
0
] | 0.56309 | 0.70083 | [
{
"from": "human",
"value": "How would you rate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10287677265.jpg->3.47058823529412 | koniq10k/512x384/10287677265.jpg | 3.470588 | 3.955256 | [
0.2154061329,
0.4881791054,
0.2463932306,
0.0276953475,
0.0006932874
] | [
0.2211816923,
0.5139844826,
0.2544441838,
0.0196872362,
0
] | 0.655606 | 0.815977 | [
{
"from": "human",
"value": "What do you think about the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10289468185.jpg->3.69306930693069 | koniq10k/512x384/10289468185.jpg | 3.693069 | 4.232159 | [
0.3095801287,
0.5564795129,
0.1120152396,
0.0025249738,
0.0000063737
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0.3191706947,
0.5784996285,
0.1116598814,
0,
0
] | 0.543002 | 0.675829 | [
{
"from": "human",
"value": "What do you think about the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10290759976.jpg->3.80582524271845 | koniq10k/512x384/10290759976.jpg | 3.805825 | 4.372497 | [
0.3830461658,
0.5599029261,
0.0416845776,
0.0001580662,
3.05e-8
] | [
0.3926367159,
0.5757175154,
0.0392617453,
0,
0
] | 0.465648 | 0.579553 | [
{
"from": "human",
"value": "What's your opinion on the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10295875445.jpg->3.40366972477064 | koniq10k/512x384/10295875445.jpg | 3.40367 | 3.871968 | [
0.1743876912,
0.5177243146,
0.2717686055,
0.0252242348,
0.0004139565
] | [
0.1756019737,
0.5318152443,
0.2766351045,
0.0208442257,
0
] | 0.610392 | 0.759703 | [
{
"from": "human",
"value": "How would you rate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10296038236.jpg->2.55045871559633 | koniq10k/512x384/10296038236.jpg | 2.550459 | 2.810049 | [
0.0087953882,
0.1560031164,
0.5046715533,
0.2977704992,
0.0320443749
] | [
0.0072278662,
0.1557535152,
0.5075435098,
0.2987901126,
0.0306849963
] | 0.615934 | 0.766601 | [
{
"from": "human",
"value": "How would you rate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is fair."
}
] |
102995966.jpg->1.625 | koniq10k/512x384/102995966.jpg | 1.625 | 1.65821 | [
0.0000329993,
0.0045387519,
0.1103757173,
0.4745873249,
0.3607980888
] | [
0,
0,
0,
0.6582096665,
0.3417903335
] | 0.610387 | 0.759697 | [
{
"from": "human",
"value": "What is your quality rating for this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is bad."
}
] |
10316734944.jpg->3.46534653465347 | koniq10k/512x384/10316734944.jpg | 3.465347 | 3.948732 | [
0.1745272692,
0.5921743711,
0.2190547254,
0.0088343042,
0.0000388426
] | [
0.1751717879,
0.6001722675,
0.2204832246,
0.0065615202,
0
] | 0.53971 | 0.671731 | [
{
"from": "human",
"value": "Can you rate the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10319713194.jpg->1.26785714285714 | koniq10k/512x384/10319713194.jpg | 1.267857 | 1.213704 | [
1e-10,
0.0000022798,
0.0039556425,
0.2628392841,
0.6688440801
] | [
0,
0,
0,
0.2844986847,
0.7376278086
] | 0.444833 | 0.553646 | [
{
"from": "human",
"value": "Rate the quality of this image.\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is bad."
}
] |
10325321.jpg->3.875 | koniq10k/512x384/10325321.jpg | 3.875 | 4.458593 | [
0.430753341,
0.4730793663,
0.0540248225,
0.0006415148,
7.921e-7
] | [
0.4613916048,
0.5076727658,
0.0494598653,
0,
0
] | 0.534036 | 0.664669 | [
{
"from": "human",
"value": "What is your quality rating for this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10327985614.jpg->3.74311926605505 | koniq10k/512x384/10327985614.jpg | 3.743119 | 4.294452 | [
0.3419249794,
0.4946593672,
0.1186994007,
0.00472452,
0.0000311913
] | [
0.3653376132,
0.533782315,
0.1191509712,
0,
0
] | 0.599439 | 0.746071 | [
{
"from": "human",
"value": "How do you assess the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10329149264.jpg->3.73076923076923 | koniq10k/512x384/10329149264.jpg | 3.730769 | 4.279081 | [
0.3291573431,
0.5734405292,
0.0809640325,
0.0009264346,
8.591e-7
] | [
0.3374446578,
0.5913048197,
0.0795210775,
0,
0
] | 0.506861 | 0.630847 | [
{
"from": "human",
"value": "Could you evaluate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10329235193.jpg->4.05357142857143 | koniq10k/512x384/10329235193.jpg | 4.053571 | 4.680845 | [
0.437736133,
0.3406519237,
0.0662564858,
0.0032208096,
0.000039131
] | [
0.5716343325,
0.4370860545,
0.0568034734,
0,
0
] | 0.682329 | 0.849237 | [
{
"from": "human",
"value": "How do you assess the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10336689775.jpg->3.34108527131783 | koniq10k/512x384/10336689775.jpg | 3.341085 | 3.794075 | [
0.1175011963,
0.568664637,
0.2948331623,
0.0163758033,
0.0000974395
] | [
0.1172798182,
0.5724431544,
0.2961839624,
0.0152578743,
0
] | 0.537589 | 0.669091 | [
{
"from": "human",
"value": "How do you assess the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
103400056.jpg->3.96153846153846 | koniq10k/512x384/103400056.jpg | 3.961538 | 4.5663 | [
0.4064375903,
0.3720360369,
0.0897127337,
0.0056990322,
0.0000953731
] | [
0.5077296926,
0.4620281134,
0.0869688651,
0,
0
] | 0.69566 | 0.865829 | [
{
"from": "human",
"value": "What's your opinion on the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is excellent."
}
] |
10346758803.jpg->3.38613861386139 | koniq10k/512x384/10346758803.jpg | 3.386139 | 3.850149 | [
0.1998466134,
0.423043077,
0.2824227476,
0.0594623457,
0.003948314
] | [
0.206867563,
0.4580667322,
0.2998038756,
0.048870385,
0
] | 0.747934 | 0.93089 | [
{
"from": "human",
"value": "How would you rate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10346796664.jpg->3.60576923076923 | koniq10k/512x384/10346796664.jpg | 3.605769 | 4.123504 | [
0.255886953,
0.5762606699,
0.1502230483,
0.0045331586,
0.0000158348
] | [
0.2606647128,
0.5928762719,
0.1510965158,
0.0000233695,
0
] | 0.54716 | 0.681003 | [
{
"from": "human",
"value": "What do you think about the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10353620913.jpg->3.05882352941176 | koniq10k/512x384/10353620913.jpg | 3.058824 | 3.442767 | [
0.08436982,
0.3819624126,
0.4144992287,
0.107819278,
0.0067226222
] | [
0.081734665,
0.3885646461,
0.4221114174,
0.1059120032,
0.0016772683
] | 0.672273 | 0.836721 | [
{
"from": "human",
"value": "What is your quality rating for this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10358252894.jpg->3.31386861313869 | koniq10k/512x384/10358252894.jpg | 3.313869 | 3.7602 | [
0.0937840538,
0.5842923684,
0.3070368289,
0.0136084849,
0.0000508731
] | [
0.0937429878,
0.5855776371,
0.3075723985,
0.0133506241,
0
] | 0.510937 | 0.635919 | [
{
"from": "human",
"value": "Can you judge the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
1036840624.jpg->2.125 | koniq10k/512x384/1036840624.jpg | 2.125 | 2.280517 | [
0.0001165755,
0.0198299698,
0.3334082284,
0.554076875,
0.0910129488
] | [
0,
0.0192761285,
0.3343623502,
0.5560921679,
0.0908014186
] | 0.528155 | 0.657349 | [
{
"from": "human",
"value": "Could you evaluate the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is poor."
}
] |
10371211803.jpg->3.45132743362832 | koniq10k/512x384/10371211803.jpg | 3.451327 | 3.931284 | [
0.1563029512,
0.6159976574,
0.217720583,
0.0069012612,
0.0000196185
] | [
0.1564648033,
0.6209578846,
0.2185235232,
0.0055036317,
0
] | 0.517396 | 0.643959 | [
{
"from": "human",
"value": "How do you assess the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10372323314.jpg->3.42201834862385 | koniq10k/512x384/10372323314.jpg | 3.422018 | 3.894805 | [
0.1404864375,
0.6146687869,
0.2346788488,
0.0078186679,
0.000022731
] | [
0.1404839239,
0.6184198204,
0.2354219464,
0.0067659788,
0
] | 0.514486 | 0.640337 | [
{
"from": "human",
"value": "How do you assess the quality of this image?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
10373546175.jpg->3.18181818181818 | koniq10k/512x384/10373546175.jpg | 3.181818 | 3.595848 | [
0.0675285717,
0.4945740485,
0.4004612844,
0.0358488476,
0.0003547932
] | [
0.0671562402,
0.4962003213,
0.4016471025,
0.0353282526,
0
] | 0.54142 | 0.673859 | [
{
"from": "human",
"value": "What's your opinion on the quality of this picture?\n<|image|>"
},
{
"from": "gpt",
"value": "The quality of the image is good."
}
] |
End of preview. Expand in Data Studio
Co-Instruct-Plus
Two-stage training data and IQA test sets for Co-Instruct-Plus (Qwen3-VL). This card describes the code protocol, not older paper counts.
Weights (not in this repo): yluo016/Co-instruct__.
Download
JSON/metadata are already unpacked in the repo. Images are packed (uncompressed .tar; JPEGs do not benefit from gzip):
archives/koniq10k_512x384.tar # Stage-2 / KonIQ eval images
archives/iqa_benchmarks.tar # LIVE CSIQ KADID BID CLIVE TID2013 AGIQA3K PIPAL
archives/stage1_data.tar # Stage-1 IMAGE_FOLDER/data
hf download yluo016/co-instruct-plus --repo-type dataset --local-dir co-instruct-plus
cd co-instruct-plus
tar -xf archives/koniq10k_512x384.tar
tar -xf archives/iqa_benchmarks.tar
tar -xf archives/stage1_data.tar
After extract, the layout matches the training scripts (IMAGE_FOLDER / ROOT_DATA = this directory):
annotations/ # Stage-1 JSON (relative paths under data/)
data/ # Stage-1 images
koniq10k/512x384/ # Stage-2 KonIQ images
koniq10k/metas/train_koniq_7k.json
KONIQ/metas/ # mos.json, split.json, test_koniq_2k.json
LIVE/ CSIQ/ KADID10K/ BID/ CLIVE/ TID2013/ AGIQA3K/ PIPAL/ SPAQ/
export IMAGE_FOLDER=/path/to/co-instruct-plus
export ANNOTATIONS_DIR=$IMAGE_FOLDER/annotations
export ROOT_DATA=/path/to/co-instruct-plus
export KONIQ_IMAGES_DIR=$ROOT_DATA/koniq10k/512x384
Stage 1 (SFT)
Nine JSON lists, 912,826 samples (sampling_strategy: all), including coinstruct_562k_t2c.json.
Stage 2 (score)
KonIQ-only online pairing: koniq10k/metas/train_koniq_7k.json (~7,046 train images).
This repo does not include pairs_180k.json.
Test
eval_iqa.sh metas for LIVE, CSIQ, KADID-10K, BID, CLIVE, KonIQ, TID2013, AGIQA-3K, PIPAL, SPAQ.
SPAQ images are not included (local SPAQ/images was empty). Download official SPAQ images and set SPAQ_IMAGES_DIR.
KonIQ test JSON uses KONIQ/images/...; point KONIQ_IMAGES_DIR at koniq10k/512x384.
Licenses
Annotation text in this repo is provided for research. Underlying images remain under their original terms (KonIQ-10K, KADIS/KADID, LIVE, CSIQ, BID, CLIVE/LIVE-Challenge, TID2013, PIPAL, SPAQ, AGIQA-3K, etc.). Obtain rights from each source before redistribution or commercial use.
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