{
  "date": "2026-09-16",
  "source": "user-reported console output; not locally recomputed",
  "units": "percent; deltas are percentage points",
  "split": {"train": [4, 5, 6, 7, 8, 9, 10, 11, 12], "test": [1, 2, 3]},
  "seed": 0,
  "epochs": 4,
  "configuration_provenance": "preceding command; actual checkpoint/config not inspected",
  "checkpoint": "results/easycom_egospeak_omni_residual_seed0/checkpoint_last.pt",
  "checkpoint_sha256": null,
  "base_checkpoint": "third_party/EgoSpeak/MiniROAD/checkpoints/miniroad_easycom_AV.pth",
  "omni_memory_seconds": 8,
  "omni_layer_fusion": "last-four fixed mean",
  "num_seeds": 1,
  "sample_counts": null,
  "metrics": {
    "egospeak": {"dense_causal_02_map": 74.204, "dense_causal_02_wearer_ap": 63.750, "dense_causal_mean_map": 61.193, "dense_full_mean_map": 61.155, "onset_mean_ap": 24.491, "offset_mean_ap": 38.024},
    "fused": {"dense_causal_02_map": 77.739, "dense_causal_02_wearer_ap": 72.716, "dense_causal_mean_map": 62.714, "dense_full_mean_map": 62.676, "onset_mean_ap": 25.091, "offset_mean_ap": 40.604},
    "fused_minus_egospeak": {"dense_causal_02_map": 3.535, "dense_causal_02_wearer_ap": 8.966, "dense_causal_mean_map": 1.521, "dense_full_mean_map": 1.521, "onset_mean_ap": 0.600, "offset_mean_ap": 2.580}
  },
  "semantic_evaluation": "paused: provisional annotation quality requires audit",
  "claim_boundary": "single-seed dense/endpoint improvement; not semantic ENTRY/YIELD or Omni-specific causal attribution"
}