Files
ruvnet--RuView/benchmarks/wiflow-std/results/eval_retrained.json
T
ruv e1936c9a24 feat(benchmarks): WiFlow-STD reproduction harness + measurement (a) results (ADR-152 §2.2)
Shipped checkpoint REFUTED (0.08% PCK@20, wrong keypoint normalization);
6 reproducibility defects documented (broken imports, corrupted dataset
tail with float32-max garbage that NaN-poisons fp16 BatchNorm, unreachable
test phase). After repairs, retraining with upstream defaults reproduces
96.09% PCK@20 full-test / 96.61% corruption-free (published 97.25%) on
RTX 5080. Claims graded MEASURED-EQUIVALENT; 2.23M params + ~0.055 GFLOPs
verified. Third-party code/weights/data stay out of tree (gitignored).

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-06-10 18:54:03 -04:00

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JSON

{
"checkpoint": "/home/ruvultra/wiflow-std-bench/upstream/test/best_pose_model.pth",
"test_full": {
"samples": 54000,
"mpjpe": 0.009834060806367133,
"pck@10": 0.8686346120127925,
"pck@20": 0.9608815324571398,
"pck@30": 0.9789111610695168,
"pck@40": 0.9857975759682832,
"pck@50": 0.9898827553325229
},
"test_clean": {
"samples": 52560,
"mpjpe": 0.009432755044379373,
"pck@10": 0.876996495807189,
"pck@20": 0.9661454100405608,
"pck@30": 0.9823453060205306,
"pck@40": 0.987909734176537,
"pck@50": 0.9911238361167036
}
}