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icassp2027-experiment/results/easycom_sparse_supervision_vs_lora_2026-08-24/summary.json
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{
"schema_version": 1,
"recorded_date": "2026-08-24",
"status": "single_run_diagnostic_snapshot",
"dataset": "EasyCom",
"prediction_step_seconds": 0.2,
"video_fps": 2,
"metrics_percent": {
"frozen_dense_cache_control": {
"full_timeline_horizon_0.2_map": 71.69695,
"full_timeline_mean_map": 58.16091,
"causal_valid_mean_map": 58.17146
},
"frozen_states_sparse_supervision_50_epochs": {
"full_timeline_mean_map": 57.20379,
"causal_valid_mean_map": 57.21367,
"full_timeline_horizon_map": [71.69194, 65.98617, 61.14072, 57.39854, 54.57513, 53.70320, 52.74547, 52.04826, 51.55154, 51.19693],
"causal_valid_horizon_map": [71.69383, 65.98941, 61.14698, 57.40704, 54.58522, 53.71497, 52.75864, 52.06226, 51.56613, 51.21218]
},
"sparse_lora_epoch1": {
"full_timeline_horizon_0.2_map": 67.40167,
"full_timeline_mean_map": 56.52480,
"causal_valid_mean_map": 56.53450
},
"frozen_head_initialized_lora_3_epochs": {
"full_timeline_mean_map": 56.19608,
"causal_valid_mean_map": 56.20535,
"full_timeline_horizon_map": [71.08589, 65.20613, 60.10484, 56.35250, 53.48271, 52.50271, 51.46987, 50.91134, 50.54008, 50.30475],
"causal_valid_horizon_map": [71.08773, 65.20927, 60.11088, 56.36069, 53.49230, 52.51364, 51.48201, 50.92429, 50.55369, 50.31903]
},
"sparse_lora_weights_only_epoch2": {
"full_timeline_horizon_0.2_map": 65.55214,
"full_timeline_mean_map": 54.19850,
"causal_valid_mean_map": 54.20711
}
},
"provenance": {
"source": "User-reported remote console tables",
"raw_metrics_json_archived": false,
"exact_remote_feature_root_archived": false,
"multi_seed": false
}
}