Few-Shot Object Detection on PASCAL VOC Novel Set 3 2007 (test)
48.4AP50 (1-shot)DeFRCN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DeFRCNG-FSOD setting=false2021.08 | 48.4 | 50.9 | 52.3 | 54.9 | 57.4 | |
| MPSRG-FSOD setting=false2021.08 | 35.6 | — | 42.3 | 48 | 49.7 | |
| DeFRCNG-FSOD setting=true2021.08 | 35 | 38.3 | 52.9 | 57.7 | 60.8 | |
| TFAG-FSOD setting=false2021.08 | 30.8 | 34.8 | 42.8 | 49.5 | 49.8 | |
| FSRWG-FSOD setting=false2021.08 | 21.3 | 25.6 | 28.4 | 42.8 | 45.9 | |
| FSDetViewG-FSOD setting=true2021.08 | 21.2 | 30 | 37.2 | 43.8 | 49.6 | |
| MetaDetG-FSOD setting=false2021.08 | 20.6 | 23.9 | 29.4 | 43.9 | 44.1 | |
| TFAG-FSOD setting=true2021.08 | 17.9 | 27.2 | 34.3 | 40.8 | 45.6 | |
| Meta R-CNNG-FSOD setting=false2021.08 | 14.3 | 18.2 | 27.5 | 41.2 | 48.1 | |
| YOLO-ftG-FSOD setting=false2021.08 | 13 | 15.9 | 15 | 32.2 | 38.4 | |
| LSTDG-FSOD setting=false2021.08 | 12.6 | 8.5 | 15 | 27.3 | 36.3 | |
| FSRWG-FSOD setting=true2021.08 | 12.5 | 21.3 | 26.8 | 33.8 | 31 | |
| FRCN-ftG-FSOD setting=false2021.08 | 9.8 | 11.3 | 19.1 | 35 | 45.1 | |
| FRCN-ftG-FSOD setting=true2021.08 | 8.1 | 13.9 | 19 | 23.9 | 44.6 |