yzzhao commited on
Commit
c465e3f
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1 Parent(s): 44ec674

Publish codex SIMPLE seed-0 evaluation evidence

Browse files
README.md CHANGED
@@ -20,7 +20,7 @@ pinned: false
20
  | RoboDojo | 42 / 42 | 31 / 42 |
21
  | SIMPLE G1 | 8 / 12 | 2 / 8 |
22
 
23
- SIMPLE uses GPT-6 Astra with high reasoning effort and default service tier, one fresh seed-0 episode per task, 10000 native control intervals at 50 Hz, stepped MuJoCo physics with Isaac rendering, domain randomization level 0, arm gravity compensation, stop-on-success, recording and an 8-hour wall-clock timeout. Request retries remain within the same session; whole episodes are never retried automatically.
24
 
25
  Native task instructions and success predicates are unchanged. Full local source snapshots, package hashes and image digests identify the measured runtime. Existing episodes retain their original provenance. Original stereo observations are 640 by 360 pixels per view; displayed videos concatenate both views at 4x speed and do not claim higher spatial resolution, exact wall-time alignment, replay, or a new simulation run. Valid native failures remain benchmark results. Single-seed results do not estimate multi-seed reliability.
26
 
 
20
  | RoboDojo | 42 / 42 | 31 / 42 |
21
  | SIMPLE G1 | 8 / 12 | 2 / 8 |
22
 
23
+ SIMPLE uses GPT-6 Astra with high reasoning effort and default service tier, one fresh seed-0 episode per task, 10000 native control intervals for retained slots 01-08 and 15000 for restarted slots 09-12, at 50 Hz, stepped MuJoCo physics with Isaac rendering, domain randomization level 0, arm gravity compensation, stop-on-success, recording and an 8-hour wall-clock timeout. Request retries remain within the same session; whole episodes are never retried automatically.
24
 
25
  Native task instructions and success predicates are unchanged. Full local source snapshots, package hashes and image digests identify the measured runtime. Existing episodes retain their original provenance. Original stereo observations are 640 by 360 pixels per view; displayed videos concatenate both views at 4x speed and do not claim higher spatial resolution, exact wall-time alignment, replay, or a new simulation run. Valid native failures remain benchmark results. Single-seed results do not estimate multi-seed reliability.
26
 
REPORT.md CHANGED
@@ -10,7 +10,7 @@
10
  | RoboDojo | 42 / 42 | 31 / 42 |
11
  | SIMPLE G1 | 8 / 12 | 2 / 8 |
12
 
13
- SIMPLE uses GPT-6 Astra with high reasoning effort and default service tier, one fresh seed-0 episode per task, 10000 native control intervals at 50 Hz, stepped MuJoCo physics with Isaac rendering, domain randomization level 0, arm gravity compensation, stop-on-success, recording and an 8-hour wall-clock timeout. Request retries remain within the same session; whole episodes are never retried automatically.
14
 
15
  Native task instructions and success predicates are unchanged. Full local source snapshots, package hashes and image digests identify the measured runtime. Existing episodes retain their original provenance. Original stereo observations are 640 by 360 pixels per view; displayed videos concatenate both views at 4x speed and do not claim higher spatial resolution, exact wall-time alignment, replay, or a new simulation run. Valid native failures remain benchmark results. Single-seed results do not estimate multi-seed reliability.
16
 
 
10
  | RoboDojo | 42 / 42 | 31 / 42 |
11
  | SIMPLE G1 | 8 / 12 | 2 / 8 |
12
 
13
+ SIMPLE uses GPT-6 Astra with high reasoning effort and default service tier, one fresh seed-0 episode per task, 10000 native control intervals for retained slots 01-08 and 15000 for restarted slots 09-12, at 50 Hz, stepped MuJoCo physics with Isaac rendering, domain randomization level 0, arm gravity compensation, stop-on-success, recording and an 8-hour wall-clock timeout. Request retries remain within the same session; whole episodes are never retried automatically.
14
 
15
  Native task instructions and success predicates are unchanged. Full local source snapshots, package hashes and image digests identify the measured runtime. Existing episodes retain their original provenance. Original stereo observations are 640 by 360 pixels per view; displayed videos concatenate both views at 4x speed and do not claim higher spatial resolution, exact wall-time alignment, replay, or a new simulation run. Valid native failures remain benchmark results. Single-seed results do not estimate multi-seed reliability.
16
 
catalog/task06/09-open-oven/task.yaml CHANGED
@@ -10,3 +10,4 @@ backend_kwargs:
10
  sim_mode: mujoco_isaac
11
  dr_level: 0
12
  arm_gravity_compensation: true
 
 
10
  sim_mode: mujoco_isaac
11
  dr_level: 0
12
  arm_gravity_compensation: true
13
+ max_steps: 15000
catalog/task06/10-open-faucet/task.yaml CHANGED
@@ -10,3 +10,4 @@ backend_kwargs:
10
  sim_mode: mujoco_isaac
11
  dr_level: 0
12
  arm_gravity_compensation: true
 
 
10
  sim_mode: mujoco_isaac
11
  dr_level: 0
12
  arm_gravity_compensation: true
13
+ max_steps: 15000
catalog/task06/11-push-office-chair/task.yaml CHANGED
@@ -10,3 +10,4 @@ backend_kwargs:
10
  sim_mode: mujoco_isaac
11
  dr_level: 0
12
  arm_gravity_compensation: true
 
 
10
  sim_mode: mujoco_isaac
11
  dr_level: 0
12
  arm_gravity_compensation: true
13
+ max_steps: 15000
catalog/task06/12-open-trash-can/task.yaml CHANGED
@@ -10,3 +10,4 @@ backend_kwargs:
10
  sim_mode: mujoco_isaac
11
  dr_level: 0
12
  arm_gravity_compensation: true
 
 
10
  sim_mode: mujoco_isaac
11
  dr_level: 0
12
  arm_gravity_compensation: true
13
+ max_steps: 15000
comparison.json CHANGED
@@ -3181,6 +3181,7 @@
3181
  "kinex_success": true,
3182
  "codex_success": true,
3183
  "same_instruction": true,
 
3184
  "same_roboenv_source": true,
3185
  "kinex_steps": 2001,
3186
  "codex_steps": 1647,
@@ -3265,6 +3266,7 @@
3265
  "kinex_success": false,
3266
  "codex_success": false,
3267
  "same_instruction": true,
 
3268
  "same_roboenv_source": true,
3269
  "kinex_steps": 8574,
3270
  "codex_steps": 1283,
@@ -3349,6 +3351,7 @@
3349
  "kinex_success": true,
3350
  "codex_success": false,
3351
  "same_instruction": true,
 
3352
  "same_roboenv_source": true,
3353
  "kinex_steps": 1162,
3354
  "codex_steps": 9768,
@@ -3433,6 +3436,7 @@
3433
  "kinex_success": true,
3434
  "codex_success": false,
3435
  "same_instruction": true,
 
3436
  "same_roboenv_source": true,
3437
  "kinex_steps": 5252,
3438
  "codex_steps": 8560,
@@ -3517,6 +3521,7 @@
3517
  "kinex_success": true,
3518
  "codex_success": false,
3519
  "same_instruction": true,
 
3520
  "same_roboenv_source": true,
3521
  "kinex_steps": 1700,
3522
  "codex_steps": 9150,
 
3181
  "kinex_success": true,
3182
  "codex_success": true,
3183
  "same_instruction": true,
3184
+ "same_budget": true,
3185
  "same_roboenv_source": true,
3186
  "kinex_steps": 2001,
3187
  "codex_steps": 1647,
 
3266
  "kinex_success": false,
3267
  "codex_success": false,
3268
  "same_instruction": true,
3269
+ "same_budget": true,
3270
  "same_roboenv_source": true,
3271
  "kinex_steps": 8574,
3272
  "codex_steps": 1283,
 
3351
  "kinex_success": true,
3352
  "codex_success": false,
3353
  "same_instruction": true,
3354
+ "same_budget": true,
3355
  "same_roboenv_source": true,
3356
  "kinex_steps": 1162,
3357
  "codex_steps": 9768,
 
3436
  "kinex_success": true,
3437
  "codex_success": false,
3438
  "same_instruction": true,
3439
+ "same_budget": true,
3440
  "same_roboenv_source": true,
3441
  "kinex_steps": 5252,
3442
  "codex_steps": 8560,
 
3521
  "kinex_success": true,
3522
  "codex_success": false,
3523
  "same_instruction": true,
3524
+ "same_budget": true,
3525
  "same_roboenv_source": true,
3526
  "kinex_steps": 1700,
3527
  "codex_steps": 9150,
data.json CHANGED
@@ -6,7 +6,7 @@
6
  "benchmark_complete": false,
7
  "edition": "codex-simple-astra-high-seed0",
8
  "created_at": "2026-10-09T00:09:42.989838+00:00",
9
- "updated_at": "2026-10-10T01:24:39.237016+00:00",
10
  "model": "gpt-6-astra",
11
  "effort": "high",
12
  "seed": 0,
@@ -112,7 +112,21 @@
112
  "success_rate": 0.25,
113
  "usage_complete": 8,
114
  "control_frequency_hz": 50,
115
- "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
116
  "preflight_results": 0,
117
  "formal_results": 8,
118
  "modified_results": 0,
@@ -124,17 +138,23 @@
124
  ],
125
  "interrupted_attempts": 4,
126
  "usage_incomplete_tasks": [],
127
- "execution_incomplete_tasks": [],
 
 
 
 
128
  "deferred_tasks": [],
129
  "new_evaluations": 8,
130
  "progress": {
131
  "finished": 80,
132
- "running": 3,
133
- "queued": 1,
134
  "needs_review": 0,
135
- "interrupted": 0,
136
  "native_successes": 51,
137
- "native_failures": 29
 
 
138
  },
139
  "simple_campaign": {
140
  "planned": 12,
@@ -239,7 +259,21 @@
239
  "success_rate": 0.25,
240
  "usage_complete": 8,
241
  "control_frequency_hz": 50,
242
- "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
243
  "preflight_results": 0,
244
  "formal_results": 8,
245
  "modified_results": 0,
@@ -6312,6 +6346,20 @@
6312
  "seed": 0,
6313
  "control_frequency_hz": 50,
6314
  "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6315
  "timeout_s": 28800,
6316
  "mode": "stepped",
6317
  "instruction_policy": "original_native"
@@ -6342,6 +6390,20 @@
6342
  "seed": 0,
6343
  "control_frequency_hz": 50,
6344
  "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6345
  "timeout_s": 28800,
6346
  "mode": "stepped",
6347
  "instruction_policy": "original_native"
@@ -6372,6 +6434,20 @@
6372
  "seed": 0,
6373
  "control_frequency_hz": 50,
6374
  "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6375
  "timeout_s": 28800,
6376
  "mode": "stepped",
6377
  "instruction_policy": "original_native"
@@ -6402,6 +6478,20 @@
6402
  "seed": 0,
6403
  "control_frequency_hz": 50,
6404
  "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6405
  "timeout_s": 28800,
6406
  "mode": "stepped",
6407
  "instruction_policy": "original_native"
@@ -6432,6 +6522,20 @@
6432
  "seed": 0,
6433
  "control_frequency_hz": 50,
6434
  "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6435
  "timeout_s": 28800,
6436
  "mode": "stepped",
6437
  "instruction_policy": "original_native"
@@ -6462,6 +6566,20 @@
6462
  "seed": 0,
6463
  "control_frequency_hz": 50,
6464
  "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6465
  "timeout_s": 28800,
6466
  "mode": "stepped",
6467
  "instruction_policy": "original_native"
@@ -6492,6 +6610,20 @@
6492
  "seed": 0,
6493
  "control_frequency_hz": 50,
6494
  "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6495
  "timeout_s": 28800,
6496
  "mode": "stepped",
6497
  "instruction_policy": "original_native"
@@ -6522,6 +6654,20 @@
6522
  "seed": 0,
6523
  "control_frequency_hz": 50,
6524
  "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6525
  "timeout_s": 28800,
6526
  "mode": "stepped",
6527
  "instruction_policy": "original_native"
@@ -6545,13 +6691,27 @@
6545
  "instruction_source": "Unchanged native SIMPLE instruction for the effective default task configuration.",
6546
  "status": "pending",
6547
  "episode_id": null,
6548
- "run_status": "running",
6549
- "status_note": "Authorized episode is queued, running, or awaiting evidence review.",
6550
  "planned_protocol": {
6551
  "episodes": 1,
6552
  "seed": 0,
6553
  "control_frequency_hz": 50,
6554
- "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6555
  "timeout_s": 28800,
6556
  "mode": "stepped",
6557
  "instruction_policy": "original_native"
@@ -6575,13 +6735,27 @@
6575
  "instruction_source": "Unchanged native SIMPLE instruction for the effective default task configuration.",
6576
  "status": "pending",
6577
  "episode_id": null,
6578
- "run_status": "running",
6579
- "status_note": "Authorized episode is queued, running, or awaiting evidence review.",
6580
  "planned_protocol": {
6581
  "episodes": 1,
6582
  "seed": 0,
6583
  "control_frequency_hz": 50,
6584
- "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6585
  "timeout_s": 28800,
6586
  "mode": "stepped",
6587
  "instruction_policy": "original_native"
@@ -6605,13 +6779,27 @@
6605
  "instruction_source": "Unchanged native SIMPLE instruction for the effective default task configuration.",
6606
  "status": "pending",
6607
  "episode_id": null,
6608
- "run_status": "running",
6609
- "status_note": "Authorized episode is queued, running, or awaiting evidence review.",
6610
  "planned_protocol": {
6611
  "episodes": 1,
6612
  "seed": 0,
6613
  "control_frequency_hz": 50,
6614
- "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6615
  "timeout_s": 28800,
6616
  "mode": "stepped",
6617
  "instruction_policy": "original_native"
@@ -6635,13 +6823,27 @@
6635
  "instruction_source": "Unchanged native SIMPLE instruction for the effective default task configuration.",
6636
  "status": "pending",
6637
  "episode_id": null,
6638
- "run_status": "queued",
6639
- "status_note": "Authorized episode is queued, running, or awaiting evidence review.",
6640
  "planned_protocol": {
6641
  "episodes": 1,
6642
  "seed": 0,
6643
  "control_frequency_hz": 50,
6644
- "max_control_steps": 10000,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6645
  "timeout_s": 28800,
6646
  "mode": "stepped",
6647
  "instruction_policy": "original_native"
@@ -27285,5 +27487,14 @@
27285
  "instruction_review": {
27286
  "policy": "Lift pot uses native RoboTwin TCP frames after the RoboEnv correction, with the existing reviewed instruction, unchanged native verifier, seed 0, 7500 action frames at 25 Hz, and one fresh stock Codex 0.160.0 / GPT-6 Astra high episode. Other results retain their historical runtime and protocol."
27287
  },
27288
- "authorized_selection_complete": false
 
 
 
 
 
 
 
 
 
27289
  }
 
6
  "benchmark_complete": false,
7
  "edition": "codex-simple-astra-high-seed0",
8
  "created_at": "2026-10-09T00:09:42.989838+00:00",
9
+ "updated_at": "2026-10-10T01:36:44.778308+00:00",
10
  "model": "gpt-6-astra",
11
  "effort": "high",
12
  "seed": 0,
 
112
  "success_rate": 0.25,
113
  "usage_complete": 8,
114
  "control_frequency_hz": 50,
115
+ "max_control_steps": null,
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+ "max_control_steps_by_task": {
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+ "task06/01": 10000,
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+ "task06/02": 10000,
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+ "task06/03": 10000,
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+ "task06/04": 10000,
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+ "task06/05": 10000,
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+ "task06/06": 10000,
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+ "task06/07": 10000,
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+ "task06/08": 10000,
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+ "task06/09": 15000,
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+ "task06/10": 15000,
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+ "task06/11": 15000,
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+ "task06/12": 15000
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+ },
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  "preflight_results": 0,
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  "formal_results": 8,
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  "modified_results": 0,
 
138
  ],
139
  "interrupted_attempts": 4,
140
  "usage_incomplete_tasks": [],
141
+ "execution_incomplete_tasks": [
142
+ "task06/09",
143
+ "task06/10",
144
+ "task06/11"
145
+ ],
146
  "deferred_tasks": [],
147
  "new_evaluations": 8,
148
  "progress": {
149
  "finished": 80,
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+ "running": 0,
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+ "queued": 0,
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  "needs_review": 0,
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+ "interrupted": 3,
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  "native_successes": 51,
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+ "native_failures": 29,
156
+ "not_started": 1,
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+ "stopped_by_user": true
158
  },
159
  "simple_campaign": {
160
  "planned": 12,
 
259
  "success_rate": 0.25,
260
  "usage_complete": 8,
261
  "control_frequency_hz": 50,
262
+ "max_control_steps": null,
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+ "max_control_steps_by_task": {
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+ "task06/01": 10000,
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+ "task06/02": 10000,
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+ "task06/03": 10000,
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+ "task06/04": 10000,
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+ "task06/10": 15000,
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+ "task06/11": 15000,
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+ "task06/12": 15000
276
+ },
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  "preflight_results": 0,
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  "formal_results": 8,
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  "modified_results": 0,
 
6346
  "seed": 0,
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  "control_frequency_hz": 50,
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  "max_control_steps": 10000,
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+ "max_control_steps_by_task": {
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+ "task06/02": 10000,
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+ "task06/04": 10000,
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+ "task06/10": 15000,
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+ "task06/11": 15000,
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+ "task06/12": 15000
6362
+ },
6363
  "timeout_s": 28800,
6364
  "mode": "stepped",
6365
  "instruction_policy": "original_native"
 
6390
  "seed": 0,
6391
  "control_frequency_hz": 50,
6392
  "max_control_steps": 10000,
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+ "max_control_steps_by_task": {
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+ "task06/12": 15000
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+ },
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  "timeout_s": 28800,
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  "mode": "stepped",
6409
  "instruction_policy": "original_native"
 
6434
  "seed": 0,
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  "control_frequency_hz": 50,
6436
  "max_control_steps": 10000,
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+ "max_control_steps_by_task": {
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+ },
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  "timeout_s": 28800,
6452
  "mode": "stepped",
6453
  "instruction_policy": "original_native"
 
6478
  "seed": 0,
6479
  "control_frequency_hz": 50,
6480
  "max_control_steps": 10000,
6481
+ "max_control_steps_by_task": {
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6494
+ },
6495
  "timeout_s": 28800,
6496
  "mode": "stepped",
6497
  "instruction_policy": "original_native"
 
6522
  "seed": 0,
6523
  "control_frequency_hz": 50,
6524
  "max_control_steps": 10000,
6525
+ "max_control_steps_by_task": {
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6538
+ },
6539
  "timeout_s": 28800,
6540
  "mode": "stepped",
6541
  "instruction_policy": "original_native"
 
6566
  "seed": 0,
6567
  "control_frequency_hz": 50,
6568
  "max_control_steps": 10000,
6569
+ "max_control_steps_by_task": {
6570
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6571
+ "task06/02": 10000,
6572
+ "task06/03": 10000,
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+ "task06/04": 10000,
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+ "task06/05": 10000,
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index.html CHANGED
@@ -1,5 +1,5 @@
1
  <!doctype html>
2
  <html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1"><meta name="description" content="Codex robotics benchmark: original and revised instructions, seed 0, GPT-6 Astra high. Explore task videos, sessions and evidence across simulator families, including SIMPLE G1."><title>Codex Benchmark · RLE-Bench</title><link rel="icon" href="favicon.svg"><link rel="stylesheet" href="style.css"><script defer src="app.js"></script></head>
3
  <body><header class="hero"><div class="wrap"><div class="topbar"><a class="brand" href="#"><span class="brand-icon" aria-hidden="true">◇</span> RLE-Bench</a><nav aria-label="Primary"><a href="#tasks">Tasks</a><a href="https://huggingface.co/datasets/RLE-Bench/codex-benchmark" target="_blank" rel="noopener">Dataset ↗</a><a href="REPORT.md" target="_blank" rel="noopener">Report ↗</a></nav></div><div class="hero-content"><div class="eyebrow">ROBOTICS EVALUATION / STOCK CODEX</div><h1>Codex Benchmark</h1><p>GPT-6 Astra · high · seed 0 · original &amp; modified instructions</p><div class="hero-bottom"><span>84 selected tasks across 5 simulator families. Native success criteria.</span><a class="hero-button" href="#task04">Explore the results <span>↗</span></a></div></div></div></header>
4
- <main class="wrap"><div id="loading" role="status">Loading benchmark…</div><div id="browse" hidden><div class="edition"><span id="edition-count">Loading results…</span><span class="chip" id="edition-label">Benchmark results</span></div><section aria-labelledby="overview-heading"><div class="section-top"><h2 id="overview-heading">Task overview</h2><a href="summary.json" target="_blank" rel="noopener">Summary JSON ↗</a></div><div class="table-wrap"><table><thead><tr><th>Environment</th><th>Coverage</th><th>Native success</th><th>Input tokens</th><th>Output tokens</th><th>Usage coverage</th></tr></thead><tbody id="overview"></tbody></table></div><p class="footnote">Current recorded result per task · Seed 0 · Native success criteria. Each task shows its latest result and the instruction used for that recording. Rates include valid completed results only; pending tasks are excluded. No pooled score across environments. Input includes cached tokens; output includes reasoning tokens.</p></section><section id="failure-overview" lang="zh-CN" aria-label="失败原因"></section><p id="readiness-note" class="readiness-note" hidden></p><div id="tasks" class="task-controls"><nav id="family-nav" aria-label="Task families"></nav><div class="filters"><label class="search-label"><span class="sr-only">Search tasks</span><input id="search" type="search" placeholder="Search 84 tasks…"></label><label><span class="sr-only">Filter by status</span><select id="status-filter"><option value="all">All tasks</option><option value="completed">Results available</option><option value="pending">Pending</option></select></label><label><span class="sr-only">Filter by failure category</span><select id="failure-filter" aria-label="Filter by failure category"><option value="all">All failure categories</option></select></label><span id="filter-count" aria-live="polite"></span></div></div><div id="families"></div><p id="empty" hidden>No tasks match this search.</p><section class="protocol-box"><h2>The evaluation protocol</h2><div class="protocol-grid"><div><b>Instruction versions</b><p>Modified instructions are labeled, with changes highlighted. Each recording retains the instruction it used; native success predicates are unchanged.</p></div><div><b>Single seed</b><p>One independent episode, seed 0. GPT-6 Astra with high reasoning effort. Stock Codex CLI 0.160.0; each task starts with a fresh workspace and no inherited trajectory.</p></div><div><b>Native control budgets</b><p>RoboCasa and LIBERO: 6,000 steps at 20 Hz. RoboTwin and RoboDojo: 7,500 frames at 25 Hz. SIMPLE G1: 10,000 control frames at 50 Hz. Stepped simulation, with an eight-hour wall-clock limit.</p></div></div></section></div><article id="detail" hidden></article></main>
5
  <footer class="wrap"><span>RLE-Bench · Codex Benchmark</span><nav aria-label="Downloads"><a href="data.json">Data JSON</a><a href="episodes.csv">CSV</a><a href="DATA_FORMAT.md">Data format</a><a href="THIRD_PARTY_NOTICES.md">Attribution</a><a href="https://huggingface.co/datasets/RLE-Bench/codex-benchmark">Dataset ↗</a></nav></footer></body></html>
 
1
  <!doctype html>
2
  <html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1"><meta name="description" content="Codex robotics benchmark: original and revised instructions, seed 0, GPT-6 Astra high. Explore task videos, sessions and evidence across simulator families, including SIMPLE G1."><title>Codex Benchmark · RLE-Bench</title><link rel="icon" href="favicon.svg"><link rel="stylesheet" href="style.css"><script defer src="app.js"></script></head>
3
  <body><header class="hero"><div class="wrap"><div class="topbar"><a class="brand" href="#"><span class="brand-icon" aria-hidden="true">◇</span> RLE-Bench</a><nav aria-label="Primary"><a href="#tasks">Tasks</a><a href="https://huggingface.co/datasets/RLE-Bench/codex-benchmark" target="_blank" rel="noopener">Dataset ↗</a><a href="REPORT.md" target="_blank" rel="noopener">Report ↗</a></nav></div><div class="hero-content"><div class="eyebrow">ROBOTICS EVALUATION / STOCK CODEX</div><h1>Codex Benchmark</h1><p>GPT-6 Astra · high · seed 0 · original &amp; modified instructions</p><div class="hero-bottom"><span>84 selected tasks across 5 simulator families. Native success criteria.</span><a class="hero-button" href="#task04">Explore the results <span>↗</span></a></div></div></div></header>
4
+ <main class="wrap"><div id="loading" role="status">Loading benchmark…</div><div id="browse" hidden><div class="edition"><span id="edition-count">Loading results…</span><span class="chip" id="edition-label">Benchmark results</span></div><section aria-labelledby="overview-heading"><div class="section-top"><h2 id="overview-heading">Task overview</h2><a href="summary.json" target="_blank" rel="noopener">Summary JSON ↗</a></div><div class="table-wrap"><table><thead><tr><th>Environment</th><th>Coverage</th><th>Native success</th><th>Input tokens</th><th>Output tokens</th><th>Usage coverage</th></tr></thead><tbody id="overview"></tbody></table></div><p class="footnote">Current recorded result per task · Seed 0 · Native success criteria. Each task shows its latest result and the instruction used for that recording. Rates include valid completed results only; pending tasks are excluded. No pooled score across environments. Input includes cached tokens; output includes reasoning tokens.</p></section><section id="failure-overview" lang="zh-CN" aria-label="失败原因"></section><p id="readiness-note" class="readiness-note" hidden></p><div id="tasks" class="task-controls"><nav id="family-nav" aria-label="Task families"></nav><div class="filters"><label class="search-label"><span class="sr-only">Search tasks</span><input id="search" type="search" placeholder="Search 84 tasks…"></label><label><span class="sr-only">Filter by status</span><select id="status-filter"><option value="all">All tasks</option><option value="completed">Results available</option><option value="pending">Pending</option></select></label><label><span class="sr-only">Filter by failure category</span><select id="failure-filter" aria-label="Filter by failure category"><option value="all">All failure categories</option></select></label><span id="filter-count" aria-live="polite"></span></div></div><div id="families"></div><p id="empty" hidden>No tasks match this search.</p><section class="protocol-box"><h2>The evaluation protocol</h2><div class="protocol-grid"><div><b>Instruction versions</b><p>Modified instructions are labeled, with changes highlighted. Each recording retains the instruction it used; native success predicates are unchanged.</p></div><div><b>Single seed</b><p>One independent episode, seed 0. GPT-6 Astra with high reasoning effort. Stock Codex CLI 0.160.0; each task starts with a fresh workspace and no inherited trajectory.</p></div><div><b>Native control budgets</b><p>RoboCasa and LIBERO: 6,000 steps at 20 Hz. RoboTwin and RoboDojo: 7,500 frames at 25 Hz. SIMPLE G1: 10,000 or 15,000 control frames at 50 Hz; see each task protocol. Stepped simulation, with an eight-hour wall-clock limit.</p></div></div></section></div><article id="detail" hidden></article></main>
5
  <footer class="wrap"><span>RLE-Bench · Codex Benchmark</span><nav aria-label="Downloads"><a href="data.json">Data JSON</a><a href="episodes.csv">CSV</a><a href="DATA_FORMAT.md">Data format</a><a href="THIRD_PARTY_NOTICES.md">Attribution</a><a href="https://huggingface.co/datasets/RLE-Bench/codex-benchmark">Dataset ↗</a></nav></footer></body></html>
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+ "task06/06": 10000,
6071
+ "task06/07": 10000,
6072
+ "task06/08": 10000,
6073
+ "task06/09": 15000,
6074
+ "task06/10": 15000,
6075
+ "task06/11": 15000,
6076
+ "task06/12": 15000
6077
+ },
6078
  "timeout_s": 28800,
6079
  "mode": "stepped",
6080
  "instruction_policy": "original_native"
 
6105
  "seed": 0,
6106
  "control_frequency_hz": 50,
6107
  "max_control_steps": 10000,
6108
+ "max_control_steps_by_task": {
6109
+ "task06/01": 10000,
6110
+ "task06/02": 10000,
6111
+ "task06/03": 10000,
6112
+ "task06/04": 10000,
6113
+ "task06/05": 10000,
6114
+ "task06/06": 10000,
6115
+ "task06/07": 10000,
6116
+ "task06/08": 10000,
6117
+ "task06/09": 15000,
6118
+ "task06/10": 15000,
6119
+ "task06/11": 15000,
6120
+ "task06/12": 15000
6121
+ },
6122
  "timeout_s": 28800,
6123
  "mode": "stepped",
6124
  "instruction_policy": "original_native"
 
6149
  "seed": 0,
6150
  "control_frequency_hz": 50,
6151
  "max_control_steps": 10000,
6152
+ "max_control_steps_by_task": {
6153
+ "task06/01": 10000,
6154
+ "task06/02": 10000,
6155
+ "task06/03": 10000,
6156
+ "task06/04": 10000,
6157
+ "task06/05": 10000,
6158
+ "task06/06": 10000,
6159
+ "task06/07": 10000,
6160
+ "task06/08": 10000,
6161
+ "task06/09": 15000,
6162
+ "task06/10": 15000,
6163
+ "task06/11": 15000,
6164
+ "task06/12": 15000
6165
+ },
6166
  "timeout_s": 28800,
6167
  "mode": "stepped",
6168
  "instruction_policy": "original_native"
 
6193
  "seed": 0,
6194
  "control_frequency_hz": 50,
6195
  "max_control_steps": 10000,
6196
+ "max_control_steps_by_task": {
6197
+ "task06/01": 10000,
6198
+ "task06/02": 10000,
6199
+ "task06/03": 10000,
6200
+ "task06/04": 10000,
6201
+ "task06/05": 10000,
6202
+ "task06/06": 10000,
6203
+ "task06/07": 10000,
6204
+ "task06/08": 10000,
6205
+ "task06/09": 15000,
6206
+ "task06/10": 15000,
6207
+ "task06/11": 15000,
6208
+ "task06/12": 15000
6209
+ },
6210
  "timeout_s": 28800,
6211
  "mode": "stepped",
6212
  "instruction_policy": "original_native"
 
6237
  "seed": 0,
6238
  "control_frequency_hz": 50,
6239
  "max_control_steps": 10000,
6240
+ "max_control_steps_by_task": {
6241
+ "task06/01": 10000,
6242
+ "task06/02": 10000,
6243
+ "task06/03": 10000,
6244
+ "task06/04": 10000,
6245
+ "task06/05": 10000,
6246
+ "task06/06": 10000,
6247
+ "task06/07": 10000,
6248
+ "task06/08": 10000,
6249
+ "task06/09": 15000,
6250
+ "task06/10": 15000,
6251
+ "task06/11": 15000,
6252
+ "task06/12": 15000
6253
+ },
6254
  "timeout_s": 28800,
6255
  "mode": "stepped",
6256
  "instruction_policy": "original_native"
 
6281
  "seed": 0,
6282
  "control_frequency_hz": 50,
6283
  "max_control_steps": 10000,
6284
+ "max_control_steps_by_task": {
6285
+ "task06/01": 10000,
6286
+ "task06/02": 10000,
6287
+ "task06/03": 10000,
6288
+ "task06/04": 10000,
6289
+ "task06/05": 10000,
6290
+ "task06/06": 10000,
6291
+ "task06/07": 10000,
6292
+ "task06/08": 10000,
6293
+ "task06/09": 15000,
6294
+ "task06/10": 15000,
6295
+ "task06/11": 15000,
6296
+ "task06/12": 15000
6297
+ },
6298
  "timeout_s": 28800,
6299
  "mode": "stepped",
6300
  "instruction_policy": "original_native"
 
6325
  "seed": 0,
6326
  "control_frequency_hz": 50,
6327
  "max_control_steps": 10000,
6328
+ "max_control_steps_by_task": {
6329
+ "task06/01": 10000,
6330
+ "task06/02": 10000,
6331
+ "task06/03": 10000,
6332
+ "task06/04": 10000,
6333
+ "task06/05": 10000,
6334
+ "task06/06": 10000,
6335
+ "task06/07": 10000,
6336
+ "task06/08": 10000,
6337
+ "task06/09": 15000,
6338
+ "task06/10": 15000,
6339
+ "task06/11": 15000,
6340
+ "task06/12": 15000
6341
+ },
6342
  "timeout_s": 28800,
6343
  "mode": "stepped",
6344
  "instruction_policy": "original_native"
 
6369
  "seed": 0,
6370
  "control_frequency_hz": 50,
6371
  "max_control_steps": 10000,
6372
+ "max_control_steps_by_task": {
6373
+ "task06/01": 10000,
6374
+ "task06/02": 10000,
6375
+ "task06/03": 10000,
6376
+ "task06/04": 10000,
6377
+ "task06/05": 10000,
6378
+ "task06/06": 10000,
6379
+ "task06/07": 10000,
6380
+ "task06/08": 10000,
6381
+ "task06/09": 15000,
6382
+ "task06/10": 15000,
6383
+ "task06/11": 15000,
6384
+ "task06/12": 15000
6385
+ },
6386
  "timeout_s": 28800,
6387
  "mode": "stepped",
6388
  "instruction_policy": "original_native"
 
6406
  "instruction_source": "Unchanged native SIMPLE instruction for the effective default task configuration.",
6407
  "status": "pending",
6408
  "episode_id": null,
6409
+ "run_status": "interrupted",
6410
+ "status_note": "The prior attempt was interrupted at the user request; no valid native verdict. Execution remains stopped. Retained separately from native failures.",
6411
  "planned_protocol": {
6412
  "episodes": 1,
6413
  "seed": 0,
6414
  "control_frequency_hz": 50,
6415
+ "max_control_steps": 15000,
6416
+ "max_control_steps_by_task": {
6417
+ "task06/01": 10000,
6418
+ "task06/02": 10000,
6419
+ "task06/03": 10000,
6420
+ "task06/04": 10000,
6421
+ "task06/05": 10000,
6422
+ "task06/06": 10000,
6423
+ "task06/07": 10000,
6424
+ "task06/08": 10000,
6425
+ "task06/09": 15000,
6426
+ "task06/10": 15000,
6427
+ "task06/11": 15000,
6428
+ "task06/12": 15000
6429
+ },
6430
  "timeout_s": 28800,
6431
  "mode": "stepped",
6432
  "instruction_policy": "original_native"
 
6450
  "instruction_source": "Unchanged native SIMPLE instruction for the effective default task configuration.",
6451
  "status": "pending",
6452
  "episode_id": null,
6453
+ "run_status": "interrupted",
6454
+ "status_note": "The prior attempt was interrupted at the user request; no valid native verdict. Execution remains stopped. Retained separately from native failures.",
6455
  "planned_protocol": {
6456
  "episodes": 1,
6457
  "seed": 0,
6458
  "control_frequency_hz": 50,
6459
+ "max_control_steps": 15000,
6460
+ "max_control_steps_by_task": {
6461
+ "task06/01": 10000,
6462
+ "task06/02": 10000,
6463
+ "task06/03": 10000,
6464
+ "task06/04": 10000,
6465
+ "task06/05": 10000,
6466
+ "task06/06": 10000,
6467
+ "task06/07": 10000,
6468
+ "task06/08": 10000,
6469
+ "task06/09": 15000,
6470
+ "task06/10": 15000,
6471
+ "task06/11": 15000,
6472
+ "task06/12": 15000
6473
+ },
6474
  "timeout_s": 28800,
6475
  "mode": "stepped",
6476
  "instruction_policy": "original_native"
 
6494
  "instruction_source": "Unchanged native SIMPLE instruction for the effective default task configuration.",
6495
  "status": "pending",
6496
  "episode_id": null,
6497
+ "run_status": "interrupted",
6498
+ "status_note": "The prior attempt was interrupted at the user request; no valid native verdict. Execution remains stopped. Retained separately from native failures.",
6499
  "planned_protocol": {
6500
  "episodes": 1,
6501
  "seed": 0,
6502
  "control_frequency_hz": 50,
6503
+ "max_control_steps": 15000,
6504
+ "max_control_steps_by_task": {
6505
+ "task06/01": 10000,
6506
+ "task06/02": 10000,
6507
+ "task06/03": 10000,
6508
+ "task06/04": 10000,
6509
+ "task06/05": 10000,
6510
+ "task06/06": 10000,
6511
+ "task06/07": 10000,
6512
+ "task06/08": 10000,
6513
+ "task06/09": 15000,
6514
+ "task06/10": 15000,
6515
+ "task06/11": 15000,
6516
+ "task06/12": 15000
6517
+ },
6518
  "timeout_s": 28800,
6519
  "mode": "stepped",
6520
  "instruction_policy": "original_native"
 
6538
  "instruction_source": "Unchanged native SIMPLE instruction for the effective default task configuration.",
6539
  "status": "pending",
6540
  "episode_id": null,
6541
+ "run_status": "not_started",
6542
+ "status_note": "Stopped at the user request before this task started.",
6543
  "planned_protocol": {
6544
  "episodes": 1,
6545
  "seed": 0,
6546
  "control_frequency_hz": 50,
6547
+ "max_control_steps": 15000,
6548
+ "max_control_steps_by_task": {
6549
+ "task06/01": 10000,
6550
+ "task06/02": 10000,
6551
+ "task06/03": 10000,
6552
+ "task06/04": 10000,
6553
+ "task06/05": 10000,
6554
+ "task06/06": 10000,
6555
+ "task06/07": 10000,
6556
+ "task06/08": 10000,
6557
+ "task06/09": 15000,
6558
+ "task06/10": 15000,
6559
+ "task06/11": 15000,
6560
+ "task06/12": 15000
6561
+ },
6562
  "timeout_s": 28800,
6563
  "mode": "stepped",
6564
  "instruction_policy": "original_native"