{
  "_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": "utc4",
  "device": "cuda",
  "hdf5": "<institutional_utc_root>/utc_dataset4/hdf5_cache/utc_test.h5",
  "results": {
    "crlite_2dpe": {
      "top1": 0.9975,
      "top3": 1.0,
      "mrr": 0.999,
      "n_frames": 50,
      "n_cameras_with_match": 407,
      "latency_ms_mean": 7.6,
      "latency_ms_p50": 7.4126,
      "latency_ms_p95": 9.7863,
      "latency_ms_p99": 10.4391,
      "latency_ms_std": 1.2358,
      "latency_ms_min": 5.2651,
      "latency_ms_max": 10.5558,
      "throughput_fps_mean": 131.5789,
      "n_iters": 50
    },
    "crlite": {
      "top1": 0.9902,
      "top3": 0.9975,
      "mrr": 0.994,
      "n_frames": 50,
      "n_cameras_with_match": 407,
      "latency_ms_mean": 10.9,
      "latency_ms_p50": 10.695,
      "latency_ms_p95": 13.9554,
      "latency_ms_p99": 15.0339,
      "latency_ms_std": 2.0247,
      "latency_ms_min": 7.6703,
      "latency_ms_max": 15.5761,
      "throughput_fps_mean": 91.7431,
      "n_iters": 50
    },
    "crlite_vit_exp3": {
      "top1": 0.9754,
      "top3": 0.9926,
      "mrr": 0.984,
      "n_frames": 50,
      "n_cameras_with_match": 407,
      "latency_ms_mean": 8.3,
      "latency_ms_p50": 8.3384,
      "latency_ms_p95": 11.3114,
      "latency_ms_p99": 13.054,
      "latency_ms_std": 1.8368,
      "latency_ms_min": 5.2378,
      "latency_ms_max": 13.7786,
      "throughput_fps_mean": 120.4819,
      "n_iters": 50
    },
    "crlite_vit_exp1": {
      "top1": 0.9681,
      "top3": 0.9926,
      "mrr": 0.98,
      "n_frames": 50,
      "n_cameras_with_match": 407,
      "latency_ms_mean": 7.8,
      "latency_ms_p50": 7.53,
      "latency_ms_p95": 10.8962,
      "latency_ms_p99": 13.1112,
      "latency_ms_std": 1.8568,
      "latency_ms_min": 4.8598,
      "latency_ms_max": 14.4233,
      "throughput_fps_mean": 128.2051,
      "n_iters": 50
    },
    "calibrefine": {
      "top1": 0.9754,
      "top3": 1.0,
      "mrr": 0.988,
      "n_frames": 50,
      "n_cameras_with_match": 407,
      "latency_ms_mean": 1093.8,
      "latency_ms_p50": 1153.7302,
      "latency_ms_p95": 1736.0163,
      "latency_ms_p99": 1801.935,
      "latency_ms_std": 400.9476,
      "latency_ms_min": 454.1101,
      "latency_ms_max": 1806.9788,
      "throughput_fps_mean": 0.9142,
      "n_iters": 50
    }
  }
}