Object Detection on MS COCO (Ins/Del & Point Game Metrics)
21.07Ins. ErrorSSGrad-CAM++
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SSGrad-CAM++Model=Grounding DINO2026.06 | 21.07 | 17.78 | 26.39 | 23.14 | 59.81 | 55.11 | 58.86 | 19.05 | 12.93 | — | — | |
| Grad-CAMModel=Grounding DINO2026.06 | 24.36 | 15.26 | 30.64 | 20.06 | 62.29 | 53.24 | 59.04 | 17.46 | 14.63 | — | — | |
| ODAMModel=Grounding DINO2026.06 | 31.03 | 5.19 | 36.55 | 8.94 | 78.69 | 39.84 | 58.65 | 54.31 | 20.34 | — | — | |
| HSICModel=Grounding DINO2026.06 | 37.76 | 4.39 | 43.82 | 9.03 | 83.01 | 33.01 | 58.62 | 73.28 | 18.61 | 1,536 | 2.46 | |
| RISEModel=Grounding DINO2026.06 | 44.12 | 4.02 | 50.81 | 8.86 | 83.96 | 36.42 | 62.15 | 94.97 | 18.5 | 5,000 | 0.88 | |
| PhaseWinModel=Grounding DINO, Number of regions=502026.06 | 47.85 | 4.24 | 55.62 | 8.98 | 83.23 | 31.16 | 63.53 | 98.94 | 18.43 | 536.8 | 8.92 | |
| PhaseWinModel=Grounding DINO, Number of regions=1002026.06 | 51.41 | 4.1 | 58.9 | 9.07 | 85.05 | 34 | 66.44 | 98.94 | 16.28 | 2,853.4 | 1.81 | |
| GreedyModel=Grounding DINO, Number of regions=502026.06 | 51.95 | 3.75 | 59.41 | 8.35 | 84.8 | 30.44 | 65.91 | 98.41 | 20.46 | 2,548.8 | 2.04 | |
| GreedyModel=Grounding DINO, Number of regions=1002026.06 | 54.59 | 3.75 | 62.04 | 8.82 | 85.81 | 33 | 68.73 | 98.94 | 20.46 | 10,100 | 0.54 |