Out-of-vocabulary object detection on OOV-COCO (test)
0.3319mAP (IV)OOVDet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| OOVDetmode=Zero-shot2026.01 | 0.3319 | 0.1009 | 0.5115 | 0.1589 | 0.276 | 0.1282 | 0.0312 | 4,222 | |
| FOODv1mode=Zero-shot2026.01 | 0.3263 | 0.0401 | 0.5062 | 0.1464 | 0.2155 | 0.1054 | 0.0329 | 5,194 | |
| FOODv2mode=Zero-shot2026.01 | 0.3203 | 0.0359 | 0.5004 | 0.1367 | 0.2214 | 0.1093 | 0.0318 | 4,878 | |
| APLGOSmode=Zero-shot2026.01 | 0.316 | 0.0408 | 0.5001 | 0.1319 | 0.2242 | 0.1069 | 0.0332 | 5,421 | |
| CoOpmode=Zero-shot2026.01 | 0.3136 | 0.0426 | 0.4877 | 0.1531 | 0.2283 | 0.1094 | 0.0395 | 5,236 | |
| GAIAmode=Zero-shot2026.01 | 0.2997 | 0.0146 | 0.4749 | 0.1245 | 0.1614 | 0.0781 | 0.0357 | 5,148 | |
| PROSERmode=Zero-shot2026.01 | 0.2788 | 0.0286 | 0.4603 | 0.0972 | 0.183 | 0.0727 | 0.0385 | 4,783 | |
| Max Energymode=Zero-shot2026.01 | 0.2762 | 0.03 | 0.4802 | 0.0723 | 0.2156 | 0.1021 | 0.037 | 4,278 | |
| OpenDetmode=Zero-shot2026.01 | 0.2754 | 0.0524 | 0.4651 | 0.0857 | 0.2198 | 0.1033 | 0.036 | 5,228 | |
| MSPmode=Zero-shot2026.01 | 0.2751 | 0.0179 | 0.4585 | 0.0917 | 0.1892 | 0.0738 | 0.0383 | 4,773 | |
| CED-FOODmode=Zero-shot2026.01 | 0.2708 | 0.0523 | 0.454 | 0.1074 | 0.202 | 0.0997 | 0.0362 | 5,596 | |
| EDLmode=Zero-shot2026.01 | 0.2659 | 0.0522 | 0.4717 | 0.06 | 0.2045 | 0.096 | 0.0361 | 4,301 | |
| RegionCLIPmode=Zero-shot2026.01 | 0.257 | 0.0459 | 0.4474 | 0.0666 | 0.1682 | 0.0733 | 0.0334 | 8,252 |