OPERATE
Collection
Public OPERATE benchmark: GitHub code plus the Hugging Face runtime companion and Parquet catalogs. • 1 item • Updated
export_schema_version stringclasses 1
value | subset stringclasses 1
value | row_index int32 0 768 | suite_file_sha256 stringclasses 1
value | parent_core_suite_sha256 stringclasses 1
value | scenario_metadata_json stringlengths 916 30.9k | scenario_yaml stringlengths 4.87k 67.7k | scenario_id stringlengths 51 222 | path stringlengths 42 192 | domain stringclasses 7
values | backend_kind stringclasses 17
values | family stringclasses 22
values | difficulty_level stringclasses 4
values | difficulty_mode stringclasses 3
values | horizon_ticks int64 4 1.02k | seed int64 42 4.28B | physical_source_key stringlengths 202 28.4k | source_denominator_key stringlengths 19 387 | structural_fingerprint stringlengths 16 16 | semantic_fingerprint stringlengths 16 16 | scenario_signature stringlengths 16 16 | yaml_sha256 stringlengths 64 64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
operate-hf-parquet-v2 | full | 0 | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | {"backend_kind":"sumo_ego","construct_contract":"operational_agency.v1","core_disposition":"core_locked","difficulty_level":"extreme","difficulty_mode":"deep_planning","domain":"autonomous_driving","family":"sustained_highway_risk_supervision","horizon_ticks":18,"path":"scenarios/autonomous_driving/ngsim_1118846999200_... | seed_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118846999200_extreme_s42
scenario_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118846999200_extreme_s42
family: sustained_highway_risk_supervision
domain: autonomous_driving
backend_kind... | autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118846999200_extreme_s42 | scenarios/autonomous_driving/ngsim_1118846999200_extreme_s42.yaml | autonomous_driving | sumo_ego | sustained_highway_risk_supervision | extreme | deep_planning | 18 | 42 | {"backend_kind":"sumo_ego","required_source_assets":[{"declared_path":"bundle.json","sha256":"480339c9d507a832b46251d3df3d59bb68787d6d5d7858898303fb5e54673e75"},{"declared_path":"candidates.json","sha256":"1e0a0791a51cb4aa66b23152e3bd327d5b7c83433a11352ab2d1c3258fd6ee67"},{"declared_path":"fixture.json","sha256":"a4b9a... | sumo_ego:78ed32eb1c442986a52ab3b09680811f | a9d06111792ad8e5 | e3e388e422f6fe84 | 6257732a3ccf8b31 | ce6997120b97ff7d5954a1a7052cab9f57cc094bf4c8a4393df9e80cd74e0422 |
operate-hf-parquet-v2 | full | 1 | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | {"backend_kind":"sumo_ego","construct_contract":"operational_agency.v1","core_disposition":"core_locked","difficulty_level":"extreme","difficulty_mode":"deep_planning","domain":"autonomous_driving","family":"sustained_highway_risk_supervision","horizon_ticks":18,"path":"scenarios/autonomous_driving/ngsim_1118847070800_... | seed_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847070800_extreme_s42
scenario_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847070800_extreme_s42
family: sustained_highway_risk_supervision
domain: autonomous_driving
backend_kind... | autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847070800_extreme_s42 | scenarios/autonomous_driving/ngsim_1118847070800_extreme_s42.yaml | autonomous_driving | sumo_ego | sustained_highway_risk_supervision | extreme | deep_planning | 18 | 42 | {"backend_kind":"sumo_ego","required_source_assets":[{"declared_path":"bundle.json","sha256":"e1fa5b6b423ff43c3b931246172927b8af367597f1a2cdedfba99ac1395eda2a"},{"declared_path":"candidates.json","sha256":"5f6fcb2cb66a26f23a6ae1a4fd3adf8b3b5212d7ce7b3c59243380b97f67522b"},{"declared_path":"fixture.json","sha256":"94148... | sumo_ego:35701d7b5d1267753a1be46735267b1d | 739ebae8fec909cf | 4379b4a3f022b167 | 29b7c5eb66b3b5dc | 4fbc354b98821bd40aab4fa5750e81a89c89b6d76f7f52c1a9910aa669b2c1f9 |
operate-hf-parquet-v2 | full | 2 | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | {"backend_kind":"sumo_ego","construct_contract":"operational_agency.v1","core_disposition":"core_locked","difficulty_level":"extreme","difficulty_mode":"deep_planning","domain":"autonomous_driving","family":"sustained_highway_risk_supervision","horizon_ticks":18,"path":"scenarios/autonomous_driving/ngsim_1118847187100_... | seed_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847187100_extreme_s42
scenario_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847187100_extreme_s42
family: sustained_highway_risk_supervision
domain: autonomous_driving
backend_kind... | autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847187100_extreme_s42 | scenarios/autonomous_driving/ngsim_1118847187100_extreme_s42.yaml | autonomous_driving | sumo_ego | sustained_highway_risk_supervision | extreme | deep_planning | 18 | 42 | {"backend_kind":"sumo_ego","required_source_assets":[{"declared_path":"bundle.json","sha256":"fbe55202d36263a4e04f89910aacf46b6b15f4e76bf42175f87bcaf6a68bf124"},{"declared_path":"candidates.json","sha256":"5f6fcb2cb66a26f23a6ae1a4fd3adf8b3b5212d7ce7b3c59243380b97f67522b"},{"declared_path":"fixture.json","sha256":"91e36... | sumo_ego:c3b9fabdf20b18ca8ac128e157184994 | e47320d16ffc9dd4 | c46c1b3ad15131dc | ee25227162a4965a | 2734de637e037d82866c1b7accf8702540ae659fe2cb2906bea932ada799c172 |
operate-hf-parquet-v2 | full | 3 | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | {"backend_kind":"sumo_ego","construct_contract":"operational_agency.v1","core_disposition":"core_locked","difficulty_level":"extreme","difficulty_mode":"deep_planning","domain":"autonomous_driving","family":"sustained_highway_risk_supervision","horizon_ticks":18,"path":"scenarios/autonomous_driving/ngsim_1118847260700_... | seed_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847260700_extreme_s42
scenario_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847260700_extreme_s42
family: sustained_highway_risk_supervision
domain: autonomous_driving
backend_kind... | autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847260700_extreme_s42 | scenarios/autonomous_driving/ngsim_1118847260700_extreme_s42.yaml | autonomous_driving | sumo_ego | sustained_highway_risk_supervision | extreme | deep_planning | 18 | 42 | {"backend_kind":"sumo_ego","required_source_assets":[{"declared_path":"bundle.json","sha256":"b29a08d7b8997c462432c736df940187962c8fa9fa8cfd2eb89c3fb73537c3d2"},{"declared_path":"candidates.json","sha256":"5f6fcb2cb66a26f23a6ae1a4fd3adf8b3b5212d7ce7b3c59243380b97f67522b"},{"declared_path":"fixture.json","sha256":"65ac7... | sumo_ego:fcd1e74713f77992f502bf982c64d471 | 3600bf6b504a21eb | 1249dc22bb47acd7 | bfa826a317c93401 | 0b350da3e3360793384b676b48c5a673d13d493379a3aa033022b90b0e40b851 |
operate-hf-parquet-v2 | full | 4 | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | {"backend_kind":"sumo_ego","construct_contract":"operational_agency.v1","core_disposition":"core_locked","difficulty_level":"extreme","difficulty_mode":"deep_planning","domain":"autonomous_driving","family":"sustained_highway_risk_supervision","horizon_ticks":18,"path":"scenarios/autonomous_driving/ngsim_1118847482500_... | seed_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847482500_extreme_s42
scenario_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847482500_extreme_s42
family: sustained_highway_risk_supervision
domain: autonomous_driving
backend_kind... | autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847482500_extreme_s42 | scenarios/autonomous_driving/ngsim_1118847482500_extreme_s42.yaml | autonomous_driving | sumo_ego | sustained_highway_risk_supervision | extreme | deep_planning | 18 | 42 | {"backend_kind":"sumo_ego","required_source_assets":[{"declared_path":"bundle.json","sha256":"97d08656e6a408d7430fe34220bbe9bd21a1b1f7ffb762c9164381f4991e12ec"},{"declared_path":"candidates.json","sha256":"1e0a0791a51cb4aa66b23152e3bd327d5b7c83433a11352ab2d1c3258fd6ee67"},{"declared_path":"fixture.json","sha256":"609e3... | sumo_ego:4e42d2144f5536b8bd3fd0c521be7a08 | 7edcb129909a4b62 | 8440bcc5414823cf | 241b32100f9077a3 | 160ec31c9bd913e1b6e38f2f4d956f2b682b5acffe6ee13d3abad3bf127bdd5a |
operate-hf-parquet-v2 | full | 5 | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | {"backend_kind":"sumo_ego","construct_contract":"operational_agency.v1","core_disposition":"core_locked","difficulty_level":"extreme","difficulty_mode":"deep_planning","domain":"autonomous_driving","family":"sustained_highway_risk_supervision","horizon_ticks":18,"path":"scenarios/autonomous_driving/ngsim_1118847616700_... | seed_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847616700_extreme_s42
scenario_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847616700_extreme_s42
family: sustained_highway_risk_supervision
domain: autonomous_driving
backend_kind... | autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847616700_extreme_s42 | scenarios/autonomous_driving/ngsim_1118847616700_extreme_s42.yaml | autonomous_driving | sumo_ego | sustained_highway_risk_supervision | extreme | deep_planning | 18 | 42 | {"backend_kind":"sumo_ego","required_source_assets":[{"declared_path":"bundle.json","sha256":"99d65eef5e7fab1c72db3fd364d628ed56bf1e77160f192054aaa7b94183c639"},{"declared_path":"candidates.json","sha256":"1e0a0791a51cb4aa66b23152e3bd327d5b7c83433a11352ab2d1c3258fd6ee67"},{"declared_path":"fixture.json","sha256":"760af... | sumo_ego:803b153f6821b1aef813dbfbf7d4eccb | 505e7cd7bac63e37 | 4862d4b7bddac258 | e43c503579a1beba | 2ab9972f34c2e4e17175a400140b33aaf38ac65439c3135d7c5658c8cd491830 |
operate-hf-parquet-v2 | full | 6 | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | {"backend_kind":"sumo_ego","construct_contract":"operational_agency.v1","core_disposition":"core_locked","difficulty_level":"extreme","difficulty_mode":"deep_planning","domain":"autonomous_driving","family":"sustained_highway_risk_supervision","horizon_ticks":18,"path":"scenarios/autonomous_driving/ngsim_1118847677100_... | seed_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847677100_extreme_s42
scenario_id: autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847677100_extreme_s42
family: sustained_highway_risk_supervision
domain: autonomous_driving
backend_kind... | autonomous_driving/sustained_highway_risk_supervision/deep_planning/extreme/ngsim_1118847677100_extreme_s42 | scenarios/autonomous_driving/ngsim_1118847677100_extreme_s42.yaml | autonomous_driving | sumo_ego | sustained_highway_risk_supervision | extreme | deep_planning | 18 | 42 | {"backend_kind":"sumo_ego","required_source_assets":[{"declared_path":"bundle.json","sha256":"c8bee77c5bd929381a9af674e37010fd02bba0df81e5212caae56a4c3ecd55f0"},{"declared_path":"candidates.json","sha256":"1e0a0791a51cb4aa66b23152e3bd327d5b7c83433a11352ab2d1c3258fd6ee67"},{"declared_path":"fixture.json","sha256":"ca699... | sumo_ego:67b10791d9bd54efff4edeabc1287b6e | d388203970563eec | 53f09e3001e84acd | 910eb57d8ec0570f | 981f301ed190f18bd17419c517af0be86f8757b9f140770eaa48926588b71558 |
operate-hf-parquet-v2 | full | 7 | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | {"backend_kind":"citylearn","construct_contract":"operational_agency.v1","core_disposition":"core_locked","difficulty_level":"extreme","difficulty_mode":"source_locked_long_horizon","domain":"building_energy","family":"citylearn_der_storage_control","horizon_ticks":72,"path":"scenarios/building_energy/citylearn_challen... | seed_id: building_energy/citylearn_der_storage_control/source_locked_long_horizon/extreme/citylearn_challenge_2022_phase_1_w216_287
family: citylearn_der_storage_control
domain: building_energy
backend_kind: citylearn
source_root: works/CityLearn/data/datasets/citylearn_challenge_2022_phase_1
source_lock: sources/locks... | building_energy/citylearn_der_storage_control/source_locked_long_horizon/extreme/citylearn_challenge_2022_phase_1_w216_287 | scenarios/building_energy/citylearn_challenge_2022_phase_1_w216_287.yaml | building_energy | citylearn | citylearn_der_storage_control | extreme | source_locked_long_horizon | 72 | 2,022 | {"backend_kind":"citylearn","required_source_assets":[{"declared_path":"Building_1.csv","sha256":"7c80028c65f636dfdaea168447fddc1cd71da4cc16329e2e0fba1f723d2c916e"},{"declared_path":"Building_2.csv","sha256":"9742af5be4e83606b0f0c9a83ecc6312b860a049cbced7e6142a169769b57cf9"},{"declared_path":"Building_3.csv","sha256":"... | citylearn:40fa6de97440c5e8f8868b1a749118dd | d53090f4c4191aa3 | 45e5fd7dfb0d9b86 | 9ded7e31cbe9394c | 905bfd4476a7e6da44acf4b3ff287898aae99bad18d9819306cddf2b17c356f4 |
operate-hf-parquet-v2 | full | 8 | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | {"backend_kind":"citylearn","construct_contract":"operational_agency.v1","core_disposition":"core_locked","difficulty_level":"extreme","difficulty_mode":"source_locked_long_horizon","domain":"building_energy","family":"citylearn_der_storage_control","horizon_ticks":72,"path":"scenarios/building_energy/citylearn_challen... | seed_id: building_energy/citylearn_der_storage_control/source_locked_long_horizon/extreme/citylearn_challenge_2022_phase_1_w7392_7463
family: citylearn_der_storage_control
domain: building_energy
backend_kind: citylearn
source_root: works/CityLearn/data/datasets/citylearn_challenge_2022_phase_1
source_lock: sources/loc... | building_energy/citylearn_der_storage_control/source_locked_long_horizon/extreme/citylearn_challenge_2022_phase_1_w7392_7463 | scenarios/building_energy/citylearn_challenge_2022_phase_1_w7392_7463.yaml | building_energy | citylearn | citylearn_der_storage_control | extreme | source_locked_long_horizon | 72 | 2,022 | {"backend_kind":"citylearn","required_source_assets":[{"declared_path":"Building_1.csv","sha256":"7c80028c65f636dfdaea168447fddc1cd71da4cc16329e2e0fba1f723d2c916e"},{"declared_path":"Building_2.csv","sha256":"9742af5be4e83606b0f0c9a83ecc6312b860a049cbced7e6142a169769b57cf9"},{"declared_path":"Building_3.csv","sha256":"... | citylearn:035ba36a1bd92fef9882b46fd6090222 | f7c251a820af621d | d062532f72e42837 | 32babfa11043667f | ec83a63b6acca3dd0697b9aa48d82193db6469b356705550739c8e01513246d9 |
operate-hf-parquet-v2 | full | 9 | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | {"backend_kind":"citylearn","construct_contract":"operational_agency.v1","core_disposition":"core_locked","difficulty_level":"extreme","difficulty_mode":"source_locked_long_horizon","domain":"building_energy","family":"citylearn_der_storage_control","horizon_ticks":72,"path":"scenarios/building_energy/citylearn_challen... | seed_id: building_energy/citylearn_der_storage_control/source_locked_long_horizon/extreme/citylearn_challenge_2022_phase_1_w7560_7631
family: citylearn_der_storage_control
domain: building_energy
backend_kind: citylearn
source_root: works/CityLearn/data/datasets/citylearn_challenge_2022_phase_1
source_lock: sources/loc... | building_energy/citylearn_der_storage_control/source_locked_long_horizon/extreme/citylearn_challenge_2022_phase_1_w7560_7631 | scenarios/building_energy/citylearn_challenge_2022_phase_1_w7560_7631.yaml | building_energy | citylearn | citylearn_der_storage_control | extreme | source_locked_long_horizon | 72 | 2,022 | {"backend_kind":"citylearn","required_source_assets":[{"declared_path":"Building_1.csv","sha256":"7c80028c65f636dfdaea168447fddc1cd71da4cc16329e2e0fba1f723d2c916e"},{"declared_path":"Building_2.csv","sha256":"9742af5be4e83606b0f0c9a83ecc6312b860a049cbced7e6142a169769b57cf9"},{"declared_path":"Building_3.csv","sha256":"... | citylearn:8f90d60ba172d42f00e01fe4fb1ad504 | 17f1e1a106f737b8 | fa7f55a9565088a7 | 17305d28c759b1c5 | 4643ba5ba69a0f67b901b869ffb4f93fb09887fe114f801f8af2e12071956869 |
operate-hf-parquet-v2 | full | 10 | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | e24853b4a575696b561ab915e906bea92295a128f21038d4f7cf4c5bedc0127d | {"backend_kind":"citylearn","construct_contract":"operational_agency.v1","core_disposition":"core_locked","difficulty_level":"extreme","difficulty_mode":"source_locked_long_horizon","domain":"building_energy","family":"citylearn_der_storage_control","horizon_ticks":72,"path":"scenarios/building_energy/citylearn_challen... | seed_id: building_energy/citylearn_der_storage_control/source_locked_long_horizon/extreme/citylearn_challenge_2022_phase_1_w7632_7703
family: citylearn_der_storage_control
domain: building_energy
backend_kind: citylearn
source_root: works/CityLearn/data/datasets/citylearn_challenge_2022_phase_1
source_lock: sources/loc... | building_energy/citylearn_der_storage_control/source_locked_long_horizon/extreme/citylearn_challenge_2022_phase_1_w7632_7703 | scenarios/building_energy/citylearn_challenge_2022_phase_1_w7632_7703.yaml | building_energy | citylearn | citylearn_der_storage_control | extreme | source_locked_long_horizon | 72 | 2,022 | {"backend_kind":"citylearn","required_source_assets":[{"declared_path":"Building_1.csv","sha256":"7c80028c65f636dfdaea168447fddc1cd71da4cc16329e2e0fba1f723d2c916e"},{"declared_path":"Building_2.csv","sha256":"9742af5be4e83606b0f0c9a83ecc6312b860a049cbced7e6142a169769b57cf9"},{"declared_path":"Building_3.csv","sha256":"... | citylearn:42bdaaab9d73dacd0252062b70d72d6c | 1e1e0f841da7b557 | ccdd99a0ceb87b4d | b2a535092cca735a | d447dbbaacee5e6e6894ec13bb775d4faa232789e56b56477c7e64af038286c3 |
End of preview. Expand in Data Studio
OPERATE
Benchmarking Persistent Operational Agency in Source-Grounded Executable Systems
This is the current public dataset for OPERATE. Filenames are versionless; immutable Hugging Face commits identify each snapshot. The matching public code lives at Xnhyacinth/OPERATE.
The current catalog contains 769 Full scenarios across 502 physical sources
and 141 Lite scenarios across 82 sources. Qualification scoring is 0.15.0.
Live evaluations use scoring 0.18.0 (wait_relative_outcome_v1). Live
realtime uses native_dt_v1; the default speed card is 37 Core rows whose
native tick is at most 60s and whose plant wall is at most 30 minutes.
logical_persistent is the primary treatment. realtime_persistent is a
separate supervision scorecard and is not pooled into the primary score.
Lite is an efficiency and development track, not a Full leaderboard
denominator. Lite v11 freezes the prior model-informed 144-row selection.
It retains shorter cases plus the shortest long candidate per backend/family/
difficulty-mode stratum: Dyna moo (298 ticks), breakdown (400), and Sweep (111)
remain; three longer alternatives stay in Core/diagnostics. The routine
192-tick cutoff is a budget, not a definition of long-horizon agency. The
141-row set retains 204/204 declared parent features across six domains;
that does not establish complete Core or scientific coverage. Legacy all-zero/
ceiling results await repaired-measurement retests, not automatic exclusion.
The GitHub tree flattens scenario contracts to scenarios/<domain>/....
Parquet tables are reversible to that public catalog. Upstream simulators and
source datasets retain their own licenses; the dataset-card other value does
not relicense those assets under MIT.
Formal provider result publication remains pending.
leaderboard_eligible is false.
- Downloads last month
- 293