Object Detection on PASCAL VOC 10+10 classes
75.3mAP@0.5 (1-10)NSGP-RePRE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NSGP-RePREBackbone=ResNet-502026.06 | 75.3 | — | — | 72.7 | 74 | |
| ABRBackbone=ResNet-502026.06 | 71.2 | — | — | 72.8 | 72 | |
| TARLBackbone=Swin-T2026.06 | 71.2 | — | — | 70 | 70.6 | |
| MMABackbone=ResNet-502026.06 | 69.3 | — | — | 63.9 | 66.6 | |
| ROSETTABackbone=ResNet-502026.06 | 67.6 | — | — | 66 | 66.8 | |
| GCDBackbone=Swin-T2026.06 | 67.3 | — | — | 71.4 | 69.4 | |
| IODCBackbone=CLIP ViT-B/162026.06 | 66.1 | — | — | 69.2 | 67.6 | |
| CL-CLIPBackbone=CLIP ViT-B/162026.06 | 64.8 | — | — | 84.5 | 74.7 | |
| OW-DETRBackbone=ResNet-502026.06 | 63.5 | — | — | 67.9 | 65.7 | |
| BaselineBackbone=CLIP ViT-B/162026.06 | 55.8 | — | — | 78.8 | 67.3 |