Object Detection on MS COCO (undetected failure samples)
21.56Instance ScorePhaseWin
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PhaseWinBackbone=Grounding DINO, Steps=1002026.06 | 21.56 | 30.45 | 32.89 | 44.44 | 2,160.2 | 1.52 | |
| GreedyBackbone=Grounding DINO, Steps=1002026.06 | 21.02 | 30.11 | 30.14 | 41.33 | 10,100 | 0.21 | |
| PhaseWinBackbone=Grounding DINO, Steps=502026.06 | 18.01 | 26.41 | 27.26 | 33.78 | 427.8 | 6.37 | |
| RISEBackbone=Grounding DINO2026.06 | 15.38 | 22.6 | 25.64 | 26.94 | 5,000 | 0.31 | |
| HSICBackbone=Grounding DINO2026.06 | 11.01 | 17.16 | 19.45 | 13.56 | 1,536 | 1.43 | |
| Grad-CAMBackbone=Grounding DINO2026.06 | 7.6 | 13.21 | 21.53 | 16.44 | — | — | |
| ODAMBackbone=Grounding DINO2026.06 | 7.45 | 13.5 | 20.37 | 13.78 | — | — | |
| SSGrad-CAM++Backbone=Grounding DINO2026.06 | 6.71 | 11.51 | 21.24 | 16.44 | — | — |