Object Detection on OOV-VOC (test)
58.7mAP (IV)OOVDet
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| OOVDetZero-shot=true, Backbone=ResNet-502026.01 | 58.7 | 10.65 | 79.3 | 21.4 | 56.42 | 28.12 | 3.95 | 2,142 | |
| EDLZero-shot=true2026.01 | 57.9 | 2.02 | 79.13 | 15.45 | 40.83 | 20.76 | 4.84 | 2,702 | |
| FOODv1Zero-shot=true2026.01 | 57.56 | 1.2 | 79.05 | 13.39 | 42.38 | 18.62 | 4.31 | 2,727 | |
| FOODv2Zero-shot=true2026.01 | 56.95 | 0.54 | 79.01 | 12.82 | 44.06 | 22.21 | 4.78 | 2,641 | |
| Max EnergyZero-shot=true2026.01 | 56.04 | 4.09 | 78.9 | 10.32 | 43.58 | 23.93 | 4.3 | 2,381 | |
| PROSERZero-shot=true2026.01 | 55.63 | 5.99 | 78.55 | 9.79 | 35.85 | 18.26 | 4.94 | 2,648 | |
| MSPZero-shot=true2026.01 | 55.51 | 5.5 | 78.34 | 9.84 | 47.71 | 24.38 | 4.83 | 2,651 | |
| OpenDetZero-shot=true2026.01 | 55.44 | 2.43 | 77.61 | 2.43 | 46.61 | 23.77 | 4.42 | 2,439 | |
| CED-FOODZero-shot=true2026.01 | 53.92 | 3.99 | 73.17 | 15.41 | 44.21 | 21.39 | 4.7 | 2,228 | |
| RegionCLIPZero-shot=true2026.01 | 53.7 | 5.6 | 76.19 | 8.74 | 45.08 | 23.17 | 4.96 | 2,567 | |
| CoOpZero-shot=true2026.01 | 52.24 | 7.95 | 76.55 | 3.64 | 47.43 | 23.47 | 4.64 | 2,753 | |
| GAIAZero-shot=true2026.01 | 52.23 | 4.86 | 73.13 | 10.36 | 45.56 | 23.65 | 4.82 | 2,260 | |
| APLGOSZero-shot=true2026.01 | 42.62 | 3.39 | 73.02 | 10.82 | 47.53 | 23.84 | 4.8 | 2,568 |