Few-Shot Object Detection on PASCAL VOC Novel Set 2 2007 (test)
30.1AP50 (1-shot)DeFRCN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DeFRCNG-FSOD setting=false2021.08 | 30.1 | 38.1 | 47 | 53.3 | 47.9 | |
| DeFRCNG-FSOD setting=true2021.08 | 29.5 | 39.7 | 43.4 | 48.1 | 52.8 | |
| MPSRG-FSOD setting=false2021.08 | 24.4 | — | 39.2 | 39.9 | 47.8 | |
| TFAG-FSOD setting=false2021.08 | 23.5 | 26.9 | 34.1 | 35.1 | 39.1 | |
| MetaDetG-FSOD setting=false2021.08 | 21.8 | 23.1 | 27.8 | 31.7 | 43 | |
| FSDetViewG-FSOD setting=true2021.08 | 21.6 | 24.6 | 31.9 | 37 | 45.7 | |
| TFAG-FSOD setting=true2021.08 | 18.3 | 27.5 | 30.9 | 34.1 | 39.5 | |
| FSRWG-FSOD setting=false2021.08 | 15.7 | 15.2 | 22.7 | 30.1 | 40.5 | |
| YOLO-ftG-FSOD setting=false2021.08 | 12.5 | 4.2 | 11.6 | 16.1 | 33.9 | |
| FSRWG-FSOD setting=true2021.08 | 12.3 | 19.6 | 25.1 | 31.4 | 29.8 | |
| LSTDG-FSOD setting=false2021.08 | 11.4 | 3.8 | 5 | 15.7 | 31 | |
| Meta R-CNNG-FSOD setting=false2021.08 | 10.4 | 19.4 | 29.6 | 34.8 | 45.4 | |
| FRCN-ftG-FSOD setting=true2021.08 | 9.4 | 13.8 | 17.4 | 21.9 | 39.7 | |
| FRCN-ftG-FSOD setting=false2021.08 | 7.9 | 15.3 | 26.2 | 31.6 | 39.1 |