Object Detection on PASCAL VOC Split 2
71.5Overall AP50DeFRCN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DeFRCN# shots=102021.08 | 71.5 | 45.6 | 49 | 51.3 | 29.3 | |
| DeFRCN# shots=52021.08 | 70.2 | 44.6 | 47.8 | 51 | 25.8 | |
| DeFRCN# shots=32021.08 | 68.9 | 43.5 | 46.6 | 50.6 | 22.9 | |
| DeFRCN# shots=22021.08 | 67.7 | 42.7 | 45.7 | 50.3 | 20.5 | |
| TFA# shots=102021.08 | 67.6 | 42.3 | 45.7 | 49.4 | 20.8 | |
| TFA# shots=52021.08 | 65.7 | 40.9 | 44.1 | 48.6 | 17.8 | |
| DeFRCN# shots=12021.08 | 64.8 | 40.7 | 43.8 | 49.6 | 14.6 | |
| TFA# shots=32021.08 | 64.5 | 40.1 | 43.3 | 48.1 | 16 | |
| TFA# shots=22021.08 | 63 | 39 | 42.1 | 47.3 | 14.1 | |
| TFA# shots=12021.08 | 59.9 | 36.7 | 39.3 | 45.9 | 9 | |
| FSRW# shots=52021.08 | 54.6 | 30.4 | 29.5 | 35.3 | 15.7 | |
| FSRW# shots=32021.08 | 53.9 | 29.9 | 29 | 35.7 | 12.5 | |
| FSRW# shots=22021.08 | 53.1 | 29.4 | 28.5 | 35.8 | 9.9 | |
| FRCN+ft# shots=102021.08 | 52.3 | 32.2 | 34.1 | 37.2 | 17 | |
| FSRW# shots=12021.08 | 51.7 | 28.4 | 27.3 | 35.7 | 6.3 | |
| FRCN+ft# shots=52021.08 | 50.8 | 31.5 | 33.6 | 37.9 | 12.4 | |
| FRCN+ft# shots=32021.08 | 50.1 | 31.1 | 33.2 | 38.1 | 9.8 | |
| FRCN+ft# shots=12021.08 | 49.7 | 30.3 | 32.3 | 38.8 | 5 | |
| FRCN+ft# shots=22021.08 | 49.7 | 30.7 | 32.9 | 38.4 | 7.7 | |
| Meta R-CNNShot=102026.06 | 45.4 | — | — | — | — | |
| Proposal RefinementShot=102026.06 | 45 | — | — | — | — | |
| MetaDetShot=102026.06 | 43 | — | — | — | — | |
| FSRWShot=102026.06 | 40.5 | — | — | — | — | |
| FsDet w/cos (Our Impl.)Shot=102026.06 | 40.1 | — | — | — | — | |
| FRCN+ft-fullShot=102026.06 | 39.1 | — | — | — | — | |
| FsDet w/cosShot=102026.06 | 39.1 | — | — | — | — | |
| Proposal RefinementShot=32026.06 | 36.9 | — | — | — | — | |
| FRCN-joint-ftShot=102026.06 | 36.5 | — | — | — | — | |
| Proposal RefinementShot=52026.06 | 36.2 | — | — | — | — | |
| FsDet w/cosShot=52026.06 | 35.1 | — | — | — | — | |
| Meta R-CNNShot=52026.06 | 34.8 | — | — | — | — | |
| FsDet w/cosShot=32026.06 | 34.1 | — | — | — | — | |
| YOLO-ft-fullShot=102026.06 | 33.9 | — | — | — | — | |
| FsDet w/cos (Our Impl.)Shot=32026.06 | 33.4 | — | — | — | — | |
| FsDet w/cos (Our Impl.)Shot=52026.06 | 32.7 | — | — | — | — | |
| MetaDetShot=52026.06 | 31.7 | — | — | — | — | |
| FRCN+ft-fullShot=52026.06 | 31.6 | — | — | — | — | |
| FSRWShot=52026.06 | 30.1 | — | — | — | — | |
| Meta R-CNNShot=32026.06 | 29.6 | — | — | — | — | |
| FRCN+ftShot=52026.06 | 29.1 | — | — | — | — | |
| FRCN+ftShot=102026.06 | 28.8 | — | — | — | — | |
| Proposal RefinementShot=22026.06 | 28.3 | — | — | — | — | |
| MetaDetShot=32026.06 | 27.8 | — | — | — | — | |
| FsDet w/cosShot=22026.06 | 26.9 | — | — | — | — | |
| FsDet w/cos (Our Impl.)Shot=22026.06 | 26.6 | — | — | — | — | |
| FRCN+ft-fullShot=32026.06 | 26.2 | — | — | — | — | |
| Proposal RefinementShot=12026.06 | 24.5 | — | — | — | — | |
| FsDet w/cosShot=12026.06 | 23.5 | — | — | — | — | |
| FRCN+ftShot=32026.06 | 23.4 | — | — | — | — | |
| FsDet w/cos (Our Impl.)Shot=12026.06 | 23.4 | — | — | — | — | |
| MetaDetShot=22026.06 | 23.1 | — | — | — | — | |
| FSRWShot=32026.06 | 22.7 | — | — | — | — | |
| MetaDetShot=12026.06 | 21.8 | — | — | — | — | |
| FRCN-joint-ftShot=52026.06 | 19.5 | — | — | — | — | |
| Meta R-CNNShot=22026.06 | 19.4 | — | — | — | — | |
| FRCN-joint-ftShot=32026.06 | 17.6 | — | — | — | — | |
| YOLO-ft-fullShot=52026.06 | 16.1 | — | — | — | — | |
| FSRWShot=12026.06 | 15.7 | — | — | — | — | |
| FSRWShot=22026.06 | 15.3 | — | — | — | — | |
| FRCN+ft-fullShot=22026.06 | 15.3 | — | — | — | — | |
| FRCN-joint-ftShot=22026.06 | 13.2 | — | — | — | — | |
| FRCN+jointShot=102026.06 | 12.6 | — | — | — | — | |
| YOLO-ft-fullShot=12026.06 | 12.5 | — | — | — | — | |
| YOLO-ft-fullShot=32026.06 | 11.6 | — | — | — | — | |
| FRCN-joint-ftShot=12026.06 | 10.9 | — | — | — | — | |
| Meta R-CNNShot=12026.06 | 10.4 | — | — | — | — | |
| FRCN+jointShot=52026.06 | 9.9 | — | — | — | — | |
| FRCN+ftShot=22026.06 | 8.5 | — | — | — | — | |
| YOLO-ftShot=12026.06 | 8.2 | — | — | — | — | |
| FRCN+jointShot=32026.06 | 8.1 | — | — | — | — | |
| FRCN+ft-fullShot=12026.06 | 7.9 | — | — | — | — | |
| YOLO-ftShot=102026.06 | 7.8 | — | — | — | — | |
| FRCN+ftShot=12026.06 | 5.9 | — | — | — | — | |
| YOLO-ftShot=32026.06 | 3.5 | — | — | — | — | |
| YOLO-ftShot=52026.06 | 3.5 | — | — | — | — | |
| FRCN+jointShot=22026.06 | 2.6 | — | — | — | — | |
| FRCN-jointShot=52026.06 | 1.9 | — | — | — | — | |
| FRCN+jointShot=12026.06 | 1.9 | — | — | — | — | |
| YOLO-jointShot=52026.06 | 1.8 | — | — | — | — | |
| FRCN-jointShot=102026.06 | 1.7 | — | — | — | — | |
| FRCN-jointShot=32026.06 | 1.1 | — | — | — | — | |
| YOLO-jointShot=12026.06 | 0 | — | — | — | — | |
| YOLO-jointShot=32026.06 | 0 | — | — | — | — | |
| YOLO-jointShot=102026.06 | 0 | — | — | — | — | |
| FRCN-jointShot=12026.06 | 0 | — | — | — | — | |
| FRCN-jointShot=22026.06 | 0 | — | — | — | — |