Object Detection on MS COCO (novel split) (1, 3, 5-Shot)
13.31-Shot nAPCocoFormer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CocoFormernovel ft.=false2022.11 | 13.3 | 14.7 | 14.8 | |
| hANMCLnovel ft.=false2022.11 | 12.9 | 14.4 | 14.5 | |
| DAnAnovel ft.=false2022.11 | 11.9 | 14 | 14.4 | |
| DeFRCNnovel ft.=true2022.11 | 9.3 | 14.8 | 16.1 | |
| Meta-DETRnovel ft.=true2022.11 | 7.5 | 13.5 | 15.4 | |
| FS-DETRnovel ft.=false2022.11 | 7 | 9.8 | 10.7 | |
| FADInovel ft.=true2022.11 | 5.7 | — | — | |
| QA-FewDetnovel ft.=false2022.11 | 5.1 | 8.6 | 9.5 | |
| Meta FRCNNnovel ft.=false2022.11 | 5 | — | — | |
| Zhang et al.novel ft.=true2022.11 | 4.4 | 7.2 | — | |
| CORPNnovel ft.=true2022.11 | 4.1 | — | — | |
| Fan et al.novel ft.=false2022.11 | 4 | 5.9 | 6.9 | |
| TFAnovel ft.=true2022.11 | 3.4 | 6.6 | 8.3 | |
| Xiao et al.novel ft.=true2022.11 | 3.2 | 6.7 | 8.1 | |
| MPSRnovel ft.=true2022.11 | 2.3 | 5.2 | 6.7 |