Download legacy/results/experiment_report.json from PureOne/AUREOLE-R-v3: direct link, hf CLI and curl.
- Browser
- Download file 7.55 kB
-
https://huggingface.co/PureOne/AUREOLE-R-v3/resolve/main/legacy/results/experiment_report.json
- Command line
-
hf download hf://PureOne/AUREOLE-R-v3/legacy/results/experiment_report.json
-
curl -L -o experiment_report.json https://huggingface.co/PureOne/AUREOLE-R-v3/resolve/main/legacy/results/experiment_report.json
7.55 kB
| { | |
| "release": "1.0.0", | |
| "date": "2026-09-19", | |
| "scope": "CPU synthetic proof-of-mechanism, no trained neural renderer", | |
| "experiments": { | |
| "E1_static_revisit": { | |
| "frame": { | |
| "first_return": { | |
| "n": 24, | |
| "mean": 0.017244726467830266, | |
| "ci95": [ | |
| 0.017178469583085578, | |
| 0.017310983352574954 | |
| ], | |
| "std": 0.00015690905904724124 | |
| }, | |
| "return_24_mean": { | |
| "n": 24, | |
| "mean": 0.017713367741137496, | |
| "ci95": [ | |
| 0.017701262510604044, | |
| 0.017725472971670948 | |
| ], | |
| "std": 2.8667516438074388e-05 | |
| } | |
| }, | |
| "screen": { | |
| "first_return": { | |
| "n": 24, | |
| "mean": 0.017244726467830266, | |
| "ci95": [ | |
| 0.017178469583085578, | |
| 0.017310983352574954 | |
| ], | |
| "std": 0.00015690905904724124 | |
| }, | |
| "return_24_mean": { | |
| "n": 24, | |
| "mean": 0.011104042258622632, | |
| "ci95": [ | |
| 0.011040419832326993, | |
| 0.01116766468491827 | |
| ], | |
| "std": 0.00015067015424614008 | |
| } | |
| }, | |
| "world": { | |
| "first_return": { | |
| "n": 24, | |
| "mean": 0.012319395210467531, | |
| "ci95": [ | |
| 0.01218886626632931, | |
| 0.012449924154605751 | |
| ], | |
| "std": 0.00030911766953847975 | |
| }, | |
| "return_24_mean": { | |
| "n": 24, | |
| "mean": 0.007532433693356987, | |
| "ci95": [ | |
| 0.007451077974793566, | |
| 0.0076137894119204085 | |
| ], | |
| "std": 0.00019266600440223417 | |
| } | |
| }, | |
| "versioned": { | |
| "first_return": { | |
| "n": 24, | |
| "mean": 0.012319395210467531, | |
| "ci95": [ | |
| 0.01218886626632931, | |
| 0.012449924154605751 | |
| ], | |
| "std": 0.00030911766953847975 | |
| }, | |
| "return_24_mean": { | |
| "n": 24, | |
| "mean": 0.007532433693356987, | |
| "ci95": [ | |
| 0.007451077974793566, | |
| 0.0076137894119204085 | |
| ], | |
| "std": 0.00019266600440223417 | |
| } | |
| } | |
| }, | |
| "E2_hidden_material_change": { | |
| "frame": { | |
| "first_return": { | |
| "n": 24, | |
| "mean": 0.017247689891681118, | |
| "ci95": [ | |
| 0.017181407109622366, | |
| 0.01731397267373987 | |
| ], | |
| "std": 0.0001569703888727718 | |
| }, | |
| "return_24_mean": { | |
| "n": 24, | |
| "mean": 0.017715952501420384, | |
| "ci95": [ | |
| 0.017703467088940272, | |
| 0.017728437913900497 | |
| ], | |
| "std": 2.9567860481522346e-05 | |
| } | |
| }, | |
| "screen": { | |
| "first_return": { | |
| "n": 24, | |
| "mean": 0.017247689891681118, | |
| "ci95": [ | |
| 0.017181407109622366, | |
| 0.01731397267373987 | |
| ], | |
| "std": 0.0001569703888727718 | |
| }, | |
| "return_24_mean": { | |
| "n": 24, | |
| "mean": 0.011106122128749917, | |
| "ci95": [ | |
| 0.011045752378546384, | |
| 0.011166491878953449 | |
| ], | |
| "std": 0.00014296719104519274 | |
| } | |
| }, | |
| "world": { | |
| "first_return": { | |
| "n": 24, | |
| "mean": 0.06675763413184123, | |
| "ci95": [ | |
| 0.0663141612820873, | |
| 0.06720110698159516 | |
| ], | |
| "std": 0.001050229086924669 | |
| }, | |
| "return_24_mean": { | |
| "n": 24, | |
| "mean": 0.033646238546613104, | |
| "ci95": [ | |
| 0.03331687048877788, | |
| 0.03397560660444833 | |
| ], | |
| "std": 0.0007800069718684573 | |
| } | |
| }, | |
| "versioned": { | |
| "first_return": { | |
| "n": 24, | |
| "mean": 0.017247689891681118, | |
| "ci95": [ | |
| 0.017181407109622366, | |
| 0.01731397267373987 | |
| ], | |
| "std": 0.0001569703888727718 | |
| }, | |
| "return_24_mean": { | |
| "n": 24, | |
| "mean": 0.011106122128749917, | |
| "ci95": [ | |
| 0.011045752378546384, | |
| 0.011166491878953449 | |
| ], | |
| "std": 0.00014296719104519274 | |
| } | |
| } | |
| }, | |
| "E3_active_sampling": { | |
| "uniform": { | |
| "expected_loss": 3.415582980432399, | |
| "monte_carlo": { | |
| "n": 2000, | |
| "mean": 3.3930390573461136, | |
| "ci95": [ | |
| 3.2644714782949382, | |
| 3.521606636397289 | |
| ], | |
| "std": 2.9318067284779348 | |
| }, | |
| "allocation": [ | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3 | |
| ] | |
| }, | |
| "entropy": { | |
| "expected_loss": 3.415582980432399, | |
| "monte_carlo": { | |
| "n": 2000, | |
| "mean": 3.314749183451951, | |
| "ci95": [ | |
| 3.1937227800161057, | |
| 3.435775586887796 | |
| ], | |
| "std": 2.759840595391948 | |
| }, | |
| "allocation": [ | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 3 | |
| ] | |
| }, | |
| "current_only": { | |
| "expected_loss": 16.539305179945913, | |
| "monte_carlo": { | |
| "n": 2000, | |
| "mean": 16.795422831210892, | |
| "ci95": [ | |
| 16.179947277164803, | |
| 17.41089838525698 | |
| ], | |
| "std": 14.03507310227693 | |
| }, | |
| "allocation": [ | |
| 36, | |
| 0, | |
| 0, | |
| 0, | |
| 0, | |
| 0, | |
| 0, | |
| 0, | |
| 0, | |
| 0, | |
| 0, | |
| 0 | |
| ] | |
| }, | |
| "future_loss": { | |
| "expected_loss": 1.5847051728405306, | |
| "monte_carlo": { | |
| "n": 2000, | |
| "mean": 1.5604219635255976, | |
| "ci95": [ | |
| 1.516021912426845, | |
| 1.6048220146243501 | |
| ], | |
| "std": 1.0124820698713863 | |
| }, | |
| "allocation": [ | |
| 11, | |
| 8, | |
| 5, | |
| 4, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1 | |
| ] | |
| } | |
| }, | |
| "E4_transform_coding": { | |
| "rank4": { | |
| "rank": 4, | |
| "optimal": 1.2430354827742505, | |
| "eigen_tail": 1.2430354827742116, | |
| "monte_carlo": 1.2411535092869983, | |
| "random_mean": 33.08246290856547 | |
| }, | |
| "note": "Accessible Gaussian source innovation; not a guarantee about compressing an unknown scene." | |
| }, | |
| "E5_counterexamples": { | |
| "query2_gain_alone": 0.0, | |
| "query2_gain_after_query1": 0.36350418029807346, | |
| "task_variance_if_nuisance_known": 0.09090909090909091, | |
| "task_variance_if_nuisance_discarded": 0.5238095238095237, | |
| "image_only_rank": 1, | |
| "query_closed_rank": 2, | |
| "future_teacher_bit_mse": 0.0, | |
| "causal_optimal_bit_mse": 1.0, | |
| "same_ray_naively_counted_20_times_variance": 0.004975124378109453, | |
| "correct_one_ray_variance": 0.09090909090909091 | |
| }, | |
| "E6_correlated_weak_signals": { | |
| "correct_predicted_risk": 0.9290674202664515, | |
| "correct_measured_risk": 0.9348135371639082, | |
| "independent_assumption_predicted_risk": 0.8999999999999999, | |
| "independent_assumption_measured_risk": 1.0011757928823521 | |
| } | |
| }, | |
| "environment": { | |
| "python": "3.12.14 (main, Aug 25 2026, 14:00:49) [Clang 22.1.3 ]", | |
| "numpy": "2.3.5", | |
| "platform": "Linux-6.18.44-x86_64-with-glibc2.39", | |
| "elapsed_seconds": 9.937022029000218 | |
| } | |
| } |