Marine Debris Roadmap v5

PAST · CURRENT STRONGEST ACCEPTED BASELINE · PASS

Co-DINO ViT-L + Objects365 — Accepted Canonical Baseline

The strongest accepted baseline/reference currently: a 12-epoch Co-DINO ViT-L + Objects365 run at standardized 1024 × 1024, reproduced exactly by standalone project evaluation.

ACCEPTED CANONICAL BASELINEPASSNOT NECESSARILY FINAL WINNER
0.716519508806631best / final project mAP50
0.565276743608836precision
0.706311055977671recall
Epoch 12best epoch
Accepted training trajectory
EpochProject mAP50
10.518863
20.596072
30.649201
40.661208
50.668346
60.689287
70.703978
80.706755
90.714653
100.713090
110.716046
120.716520
Canonical baseline contract
FieldAccepted value
Resolution1024 × 1024
Epochs12
Best epoch12
Standalone reproduction0.716519508806631
Reproduction delta0.0
StatusPASS