From bc93d2a673f5f971415715dad11c5e8baf2a6202 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Mon, 10 Aug 2026 10:45:41 -0500 Subject: results: reject diagonal SDIL on PickupLoc --- results/babyai_shared/pickup_p2_analysis.json | 174 ++++++++++++++++++++++++++ 1 file changed, 174 insertions(+) create mode 100644 results/babyai_shared/pickup_p2_analysis.json (limited to 'results/babyai_shared/pickup_p2_analysis.json') diff --git a/results/babyai_shared/pickup_p2_analysis.json b/results/babyai_shared/pickup_p2_analysis.json new file mode 100644 index 0000000..845e70c --- /dev/null +++ b/results/babyai_shared/pickup_p2_analysis.json @@ -0,0 +1,174 @@ +{ + "checks": { + "all_runs_finite": true, + "clean_kp_success_at_least_60_every_seed": true, + "raw_below_clean_kp_every_seed": true, + "sdil_above_raw_every_seed": false, + "sdil_nonzero_success_every_seed": false + }, + "conditions": { + "bp": { + "all_finite": true, + "expert_action_accuracy_percent": { + "mean": 87.78380713263681, + "sample_std": 0.1078533752082175, + "values": [ + 87.8108042439459, + 87.87559731108772, + 87.66501984287682 + ] + }, + "mission_lesion_rollout_success_percent": { + "mean": 49.333333333333336, + "sample_std": 1.1015141094572214, + "values": [ + 48.8, + 50.6, + 48.6 + ] + }, + "rollout_success_percent": { + "mean": 79.33333333333333, + "sample_std": 5.1588112325741635, + "values": [ + 80.80000000000001, + 83.6, + 73.6 + ] + } + }, + "clean_kp": { + "all_finite": true, + "expert_action_accuracy_percent": { + "mean": 86.43665127831322, + "sample_std": 0.3517610682148285, + "values": [ + 86.13428363165141, + 86.8227099700332, + 86.35296023325503 + ] + }, + "mission_lesion_rollout_success_percent": { + "mean": 48.86666666666667, + "sample_std": 7.245228314783008, + "values": [ + 49.8, + 55.60000000000001, + 41.199999999999996 + ] + }, + "rollout_success_percent": { + "mean": 70.86666666666667, + "sample_std": 5.34540300944029, + "values": [ + 67.2, + 77.0, + 68.4 + ] + } + }, + "raw_shared": { + "all_finite": true, + "expert_action_accuracy_percent": { + "mean": 59.642018304041464, + "sample_std": 9.767595165741607, + "values": [ + 49.89066169919818, + 69.42577144245566, + 59.609621770470554 + ] + }, + "mission_lesion_rollout_success_percent": { + "mean": 8.733333333333334, + "sample_std": 9.843441132720475, + "values": [ + 0.0, + 19.400000000000002, + 6.800000000000001 + ] + }, + "rollout_success_percent": { + "mean": 10.000000000000002, + "sample_std": 11.92644121270046, + "values": [ + 0.0, + 23.200000000000003, + 6.800000000000001 + ] + } + }, + "sdil": { + "all_finite": true, + "expert_action_accuracy_percent": { + "mean": 49.89066169919818, + "sample_std": 0.0, + "values": [ + 49.89066169919818, + 49.89066169919818, + 49.89066169919818 + ] + }, + "mission_lesion_rollout_success_percent": { + "mean": 0.0, + "sample_std": 0.0, + "values": [ + 0.0, + 0.0, + 0.0 + ] + }, + "rollout_success_percent": { + "mean": 0.0, + "sample_std": 0.0, + "values": [ + 0.0, + 0.0, + 0.0 + ] + } + } + }, + "decision": "Close the diagonal per-cell predictor on PickupLoc. Raw shared feedback fails as hypothesized, but this SDIL implementation does not recover it. Screen the originally specified population predictor using neutral prediction only before another endpoint.", + "gate": "fail", + "paired_clean_kp_minus_raw_rollout_points": { + "mean": 60.866666666666674, + "sample_std": 6.730032194078519, + "values": [ + 67.2, + 53.800000000000004, + 61.60000000000001 + ] + }, + "paired_sdil_minus_raw_rollout_points": { + "mean": -10.000000000000002, + "sample_std": 11.92644121270046, + "values": [ + 0.0, + -23.200000000000003, + -6.800000000000001 + ] + }, + "sdil_predictor": { + "action_or_teaching_observations": 0, + "maximum_layer_residual_context_rms_ratio": { + "mean": 0.614041248957316, + "sample_std": 0.011718512673796736, + "values": [ + 0.6220114827156067, + 0.6005861759185791, + 0.6195260882377625 + ] + }, + "mean_per_cell_r2": { + "mean": 0.30999962737162906, + "sample_std": 0.005533015870761776, + "values": [ + 0.3146054223179817, + 0.3038621172308922, + 0.31153134256601334 + ] + } + }, + "stage": "babyai_pickup_p2_analysis", + "test_split_generated_or_read": false +} -- cgit v1.2.3