Finite-Batch OT Reflow for Straighter Flow Matching / bench_report.json

Mechanism confirmed, baseline not beaten

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  1{
  2  "bench_version": 1,
  3  "track": "potential_transport",
  4  "model": "mlp_tiny",
  5  "metric_direction": "lower is better",
  6  "n_seeds": 8,
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149  "track_selection": "Exact continuous transport / flow matching structure; source and target endpoints are reconstructed from each bridge sample.",
150  "custom_track": {
151    "name": "potential_transport",
152    "file": "bench/custom_tracks/potential_transport.py",
153    "domain": "continuous transport / flow matching"
154  },
155  "mechanism_signature": {
156    "prediction": "OT-reflow training should produce straighter learned trajectories, measured by lower eight-step velocity second-difference.",
157    "predicted_curvature_idea_lt_baseline": true,
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161    "confirmed": true
162  }
163}