Few-shot Object Detection on COCO FSOD 10-shot Standard
35.3nAPCD-ViTO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CD-ViTOBackbone=ViT-L/142024.02 | 35.3 | 54.9 | 37.2 | |
| DE-ViTBackbone=ViT-L/142024.02 | 34 | 53 | 37 | |
| CD-ViTOBackbone=ViT-B/142024.02 | 33.4 | 51.8 | 35.5 | |
| DE-ViTBackbone=ViT-B/142024.02 | 33.2 | 51.4 | 35.5 | |
| CD-ViTOBackbone=ViT-S/142024.02 | 27.5 | 43.8 | 28.8 | |
| DE-ViTBackbone=ViT-S/142024.02 | 27.1 | 43.1 | 28.5 | |
| LVC2024.02 | 19 | 34.1 | 19 | |
| NIFF2024.02 | 18.8 | — | — | |
| Cross-Transformer2024.02 | 17.1 | 30.2 | 17 | |
| Meta Faster R-CNN2024.02 | 12.7 | 25.7 | 10.8 | |
| FSCE2024.02 | 11.9 | — | 10.5 | |
| HeteroGraph2024.02 | 11.6 | 23.9 | 9.8 | |
| Retentive RCNN2024.02 | 10.5 | 19.5 | 9.3 | |
| DiGeo2024.02 | 10.3 | 18.7 | 9.9 | |
| TFA2024.02 | 10 | 19.2 | 9.2 | |
| Meta R-CNN2024.02 | 6.1 | 19.1 | 6.6 | |
| FSRW2024.02 | 5.6 | 12.3 | 4.6 |