Few-Shot Object Detection on COCO (val)
18.5mAP (10-shot)DeFRCN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DeFRCNG-FSOD=false2021.08 | 18.5 | 9.3 | 12.9 | 14.8 | 16.1 | 22.6 | |
| DeFRCNG-FSOD=true2021.08 | 16.8 | 4.8 | 8.5 | 10.7 | 13.6 | 21.2 | |
| FSDetViewG-FSOD=false2021.08 | 12.5 | 4.5 | 6.6 | 7.2 | 10.7 | 14.7 | |
| FSDetViewG-FSOD=true2021.08 | 10.7 | 3.2 | 4.9 | 6.7 | 8.1 | 15.9 | |
| TFAG-FSOD=false, reproduced=true2021.08 | 10 | 4.4 | 5.4 | 6 | 7.7 | 13.7 | |
| MPSRG-FSOD=false, reproduced=true2021.08 | 9.8 | 5.1 | 6.7 | 7.4 | 8.7 | 14.1 | |
| TFAG-FSOD=true2021.08 | 9.1 | 1.9 | 3.9 | 5.1 | 7 | 12.1 | |
| Meta R-CNNG-FSOD=false2021.08 | 8.7 | — | — | — | — | 12.4 | |
| MetaDetG-FSOD=false2021.08 | 7.1 | — | — | — | — | 11.3 | |
| FRCN-ftG-FSOD=false, reproduced=true2021.08 | 6.5 | 1 | 1.8 | 2.8 | 4 | 11.1 | |
| FSRWG-FSOD=false2021.08 | 5.6 | — | — | — | — | 9.1 | |
| FRCN-ftG-FSOD=true2021.08 | 5.5 | 1.7 | 3.1 | 3.7 | 4.6 | 7.4 |