Object Detection on LVIS V1 (rare)
36.95Ins.Greedy
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GreedyModel=Grounding DINO, Number of regions=100, Zero-shot evaluation protocol=true2026.06 | 36.95 | 2.77 | 42.75 | 7.99 | 84.79 | 32.42 | 49.69 | 97.58 | 17.85 | 10,100 | 0.37 | |
| GreedyModel=Grounding DINO, Number of regions=50, Zero-shot evaluation protocol=true2026.06 | 34.11 | 2.65 | 39.95 | 8.05 | 83.72 | 29.86 | 46.54 | 99.39 | 14.39 | 2,548.6 | 1.34 | |
| PhaseWinModel=Grounding DINO, Number of regions=100, Zero-shot evaluation protocol=true2026.06 | 33.63 | 3.09 | 39.44 | 8.39 | 83.79 | 33.74 | 46.88 | 96.97 | 11.75 | 2,726.8 | 1.23 | |
| PhaseWinModel=Grounding DINO, Number of regions=50, Zero-shot evaluation protocol=true2026.06 | 30.71 | 3.03 | 36.45 | 8.93 | 82.45 | 30.97 | 43.25 | 99.39 | 13.69 | 465.9 | 6.59 | |
| RISEModel=Grounding DINO, Zero-shot evaluation protocol=true2026.06 | 28.08 | 2.89 | 33.48 | 8.35 | 83.03 | 31.74 | 42.89 | 96.97 | 14.62 | 5,000 | 0.56 | |
| HSICModel=Grounding DINO, Zero-shot evaluation protocol=true2026.06 | 24.17 | 3.53 | 29.12 | 9.28 | 81.87 | 35.5 | 40.44 | 83.03 | 17.3 | 1,536 | 1.57 | |
| ODAMModel=Grounding DINO, Zero-shot evaluation protocol=true2026.06 | 20.09 | 4.1 | 24.78 | 8.44 | 77.7 | 40.82 | 36.94 | 60.61 | 20.5 | — | — | |
| Grad-CAMModel=Grounding DINO, Zero-shot evaluation protocol=true2026.06 | 12.53 | 12.94 | 18.01 | 18.14 | 56.57 | 59.1 | 35.49 | 11.51 | 9.41 | — | — | |
| SSGrad-CAM++Model=Grounding DINO, Zero-shot evaluation protocol=true2026.06 | 12.53 | 12.54 | 17.65 | 17.75 | 58 | 56.91 | 35.04 | 10.91 | 9.31 | — | — |