Object Detection on OOV-COCO (test)
33.19mAPIVOOVDet
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| OOVDetZero-shot=true, Backbone=ResNet-502026.01 | 33.19 | 10.09 | 51.15 | 15.89 | 27.6 | 12.82 | 3.12 | 4,222 | |
| FOODv1Zero-shot=true2026.01 | 32.63 | 4.01 | 50.62 | 14.64 | 21.55 | 10.54 | 3.29 | 5,194 | |
| FOODv2Zero-shot=true2026.01 | 32.03 | 3.59 | 50.04 | 13.67 | 22.14 | 10.93 | 3.18 | 4,878 | |
| APLGOSZero-shot=true2026.01 | 31.6 | 4.08 | 50.01 | 13.19 | 22.42 | 10.69 | 3.32 | 5,421 | |
| CoOpZero-shot=true2026.01 | 31.36 | 4.26 | 48.77 | 15.31 | 22.83 | 10.94 | 3.95 | 5,236 | |
| GAIAZero-shot=true2026.01 | 29.97 | 1.46 | 47.49 | 12.45 | 16.14 | 7.81 | 3.57 | 5,148 | |
| PROSERZero-shot=true2026.01 | 27.88 | 2.86 | 46.03 | 9.72 | 18.3 | 7.27 | 3.85 | 4,783 | |
| Max EnergyZero-shot=true2026.01 | 27.62 | 3 | 48.02 | 7.23 | 21.56 | 10.21 | 3.7 | 4,278 | |
| OpenDetZero-shot=true2026.01 | 27.54 | 5.24 | 46.51 | 8.57 | 21.98 | 10.33 | 3.6 | 5,228 | |
| MSPZero-shot=true2026.01 | 27.51 | 1.79 | 45.85 | 9.17 | 18.92 | 7.38 | 3.83 | 4,773 | |
| CED-FOODZero-shot=true2026.01 | 27.08 | 5.23 | 45.4 | 10.74 | 20.2 | 9.97 | 3.62 | 5,596 | |
| EDLZero-shot=true2026.01 | 26.59 | 5.22 | 47.17 | 6 | 20.45 | 9.6 | 3.61 | 4,301 | |
| RegionCLIPZero-shot=true2026.01 | 25.7 | 4.59 | 44.74 | 6.66 | 16.82 | 7.33 | 3.34 | 8,252 |