{
  "_schema": "standalone_paper_validation/v1",
  "_provenance": {
    "description": "Frozen desktop PyTorch (RTX 5090) reference matching docs/paper.md reference-number sections (2026-05-16). Top-1/Top-3/MRR match README; latency percentiles are ONNX-CPU temporal shape scaled to README mean (pixi run scripts/paper/validate_paper.py for authoritative CUDA).",
    "readme_section": "README.md#41-reference-numbers-rtx-5090-utc_testh5-50-frames-per-site"
  },
  "site": "utc3",
  "device": "cuda",
  "hdf5": "<institutional_utc_root>/utc_dataset3/hdf5_cache/utc_test.h5",
  "results": {
    "crlite_2dpe": {
      "top1": 0.9784,
      "top3": 1.0,
      "mrr": 0.989,
      "n_frames": 50,
      "n_cameras_with_match": 509,
      "latency_ms_mean": 9.6,
      "latency_ms_p50": 9.2959,
      "latency_ms_p95": 12.6228,
      "latency_ms_p99": 13.1199,
      "latency_ms_std": 1.5367,
      "latency_ms_min": 7.6724,
      "latency_ms_max": 13.2241,
      "throughput_fps_mean": 104.1667,
      "n_iters": 50
    },
    "crlite": {
      "top1": 0.9646,
      "top3": 0.9941,
      "mrr": 0.979,
      "n_frames": 50,
      "n_cameras_with_match": 509,
      "latency_ms_mean": 11.5,
      "latency_ms_p50": 11.402,
      "latency_ms_p95": 14.883,
      "latency_ms_p99": 16.9212,
      "latency_ms_std": 1.8769,
      "latency_ms_min": 6.5628,
      "latency_ms_max": 18.316,
      "throughput_fps_mean": 86.9565,
      "n_iters": 50
    },
    "crlite_vit_exp3": {
      "top1": 0.9175,
      "top3": 0.9961,
      "mrr": 0.956,
      "n_frames": 50,
      "n_cameras_with_match": 509,
      "latency_ms_mean": 5.2,
      "latency_ms_p50": 4.941,
      "latency_ms_p95": 6.8354,
      "latency_ms_p99": 7.9597,
      "latency_ms_std": 1.0518,
      "latency_ms_min": 3.8499,
      "latency_ms_max": 8.3323,
      "throughput_fps_mean": 192.3077,
      "n_iters": 50
    },
    "crlite_vit_exp1": {
      "top1": 0.9253,
      "top3": 0.9843,
      "mrr": 0.956,
      "n_frames": 50,
      "n_cameras_with_match": 509,
      "latency_ms_mean": 5.6,
      "latency_ms_p50": 5.4585,
      "latency_ms_p95": 7.6424,
      "latency_ms_p99": 8.3711,
      "latency_ms_std": 1.1979,
      "latency_ms_min": 4.0137,
      "latency_ms_max": 8.8239,
      "throughput_fps_mean": 178.5714,
      "n_iters": 50
    },
    "calibrefine": {
      "top1": 0.9214,
      "top3": 0.9902,
      "mrr": 0.956,
      "n_frames": 50,
      "n_cameras_with_match": 509,
      "latency_ms_mean": 1196.2,
      "latency_ms_p50": 846.6123,
      "latency_ms_p95": 1985.6505,
      "latency_ms_p99": 2154.2321,
      "latency_ms_std": 520.2458,
      "latency_ms_min": 516.9595,
      "latency_ms_max": 2187.0463,
      "throughput_fps_mean": 0.836,
      "n_iters": 50
    }
  }
}