Object Detection on MS COCO (val) (Insertion/Deletion Metrics)
76.78InsertionGreedy
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GreedyBackbone=Florence-2, Number of regions=502026.06 | 76.78 | 5.5 | 2,548.1 | 2.98 | — | — | — | |
| PhaseWinBackbone=Florence-2, Number of regions=502026.06 | 76.15 | 4.74 | 2,184.1 | 3.49 | — | — | — | |
| RISEBackbone=Florence-22026.06 | 74.77 | 9.72 | 5,000 | 1.5 | — | — | — | |
| HSICBackbone=Florence-22026.06 | 53.45 | 27.3 | 1,536 | 3.48 | — | — | — | |
| Greedy-100Model=Grounding DINO, Budget=1002026.06 | 33.57 | — | 10,100 | 0.45 | 39.67 | 0.4591 | 69.73 | |
| PhaseWin-100Model=Grounding DINO, Budget=1002026.06 | 30.18 | — | 2,595 | 1.65 | 35.83 | 0.4289 | 63.78 | |
| PhaseWin-50Model=Grounding DINO, Budget=502026.06 | 26.14 | — | 477.3 | 7.9 | 31.98 | 0.377 | 51.35 | |
| RISEModel=Grounding DINO2026.06 | 21.7 | — | 5,000 | 0.72 | 26.61 | 0.3603 | 50.26 | |
| HSICModel=Grounding DINO2026.06 | 17.71 | — | 1,536 | 2.04 | 21.61 | 0.3143 | 34.59 | |
| ODAMModel=Grounding DINO2026.06 | 11.29 | — | — | — | 14.86 | 0.2869 | 32.97 | |
| Grad-CAMModel=Grounding DINO2026.06 | 10.91 | — | — | — | 14.78 | 0.3102 | 38.38 | |
| SSGrad-CAM++Model=Grounding DINO2026.06 | 9.6 | — | — | — | 13.36 | 0.2952 | 33.51 |