Referring Expression Comprehension on RefCOCO (Comprehensive Metrics)
74.19Instance IoUGreedy
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GreedyModel=Grounding DINO, Number of regions=1002026.06 | 74.19 | 12.5 | 80.8 | 24.57 | 90.5 | 51.03 | 88.42 | 94.6 | 35.66 | 10,100 | 0.73 | |
| PhaseWinModel=Grounding DINO, Number of regions=1002026.06 | 73.77 | 15.29 | 80.46 | 28.23 | 90.54 | 54.66 | 88.13 | 93.6 | 30.76 | 3,382.5 | 2.18 | |
| GreedyModel=Grounding DINO, Number of regions=502026.06 | 72.78 | 12.4 | 79.95 | 24.73 | 89.61 | 50.53 | 87.7 | 95.8 | 37.38 | 2,290.6 | 3.18 | |
| PhaseWinModel=Grounding DINO, Number of regions=502026.06 | 70.13 | 14.73 | 77.94 | 27.47 | 88.62 | 52.73 | 86.54 | 95.8 | 35.3 | 630.1 | 11.13 | |
| RISEModel=Grounding DINO2026.06 | 61.78 | 16.05 | 70.33 | 33.96 | 86.06 | 51.64 | 84.71 | 94 | 28.7 | 5,000 | 1.24 | |
| HSICModel=Grounding DINO2026.06 | 54.91 | 18.46 | 62.95 | 35.09 | 85.04 | 51.2 | 77.39 | 79 | 31.9 | 1,536 | 3.57 | |
| ODAMModel=Grounding DINO2026.06 | 47.78 | 27.18 | 56.2 | 37.57 | 82.17 | 66.41 | 74.25 | 63.2 | 35.29 | — | — | |
| SSGrad-CAM++Model=Grounding DINO2026.06 | 41.13 | 39.25 | 50.08 | 48.51 | 77 | 75.88 | 75.61 | 28.2 | 22.62 | — | — | |
| Grad-CAMModel=Grounding DINO2026.06 | 37.49 | 42.37 | 46.58 | 51.94 | 75.16 | 76.85 | 74.81 | 23.8 | 21.71 | — | — |