Object Detection on PASCAL VOC Split 3
73.3Overall AP50DeFRCN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DeFRCN# shots=102021.08 | 73.3 | 47 | 51 | 51.3 | 34.7 | |
| DeFRCN# shots=52021.08 | 72.4 | 46.2 | 50 | 51 | 32.3 | |
| DeFRCN# shots=32021.08 | 70.9 | 45.1 | 48.8 | 50.5 | 29.2 | |
| TFA# shots=102021.08 | 70.3 | 45 | 48.9 | 51.6 | 25.4 | |
| DeFRCN# shots=22021.08 | 69.5 | 44 | 47.7 | 50.2 | 26 | |
| TFA# shots=52021.08 | 69.1 | 44.1 | 47.8 | 51.3 | 22.8 | |
| TFA# shots=32021.08 | 67.5 | 43.1 | 46.7 | 51.1 | 18.9 | |
| DeFRCN# shots=12021.08 | 66 | 41.6 | 44.9 | 49.4 | 17.9 | |
| TFA# shots=22021.08 | 65.6 | 41.8 | 45.3 | 50.7 | 15.1 | |
| TFA# shots=12021.08 | 63.5 | 40.1 | 43.6 | 50.2 | 9.6 | |
| FSRW# shots=52021.08 | 53.8 | 30.1 | 29.3 | 34.1 | 18 | |
| FRCN+ft# shots=102021.08 | 53.1 | 33.1 | 35.2 | 38 | 18.4 | |
| FSRW# shots=32021.08 | 52.7 | 29.2 | 28.5 | 34.2 | 14.2 | |
| FSRW# shots=22021.08 | 51.8 | 28.7 | 28.1 | 34.5 | 11.3 | |
| FRCN+ft# shots=52021.08 | 51.7 | 32.4 | 34.4 | 38.5 | 14 | |
| FRCN+ft# shots=32021.08 | 51.3 | 32.1 | 34.3 | 39.1 | 11.1 | |
| Proposal RefinementShot=102026.06 | 50.3 | — | — | — | — | |
| FRCN+ft# shots=22021.08 | 50.2 | 31.3 | 33.5 | 39.1 | 8 | |
| FSRW# shots=12021.08 | 50 | 27.5 | 26.8 | 34.5 | 6.7 | |
| FRCN+ft# shots=12021.08 | 49.8 | 30.8 | 32.9 | 39.6 | 4.5 | |
| FsDet w/cosShot=102026.06 | 49.8 | — | — | — | — | |
| FsDet w/cosShot=52026.06 | 49.5 | — | — | — | — | |
| Proposal RefinementShot=52026.06 | 48.7 | — | — | — | — | |
| Meta R-CNNShot=102026.06 | 48.1 | — | — | — | — | |
| FsDet w/cos (Our Impl.)Shot=52026.06 | 46.9 | — | — | — | — | |
| FSRWShot=102026.06 | 45.9 | — | — | — | — | |
| FsDet w/cos (Our Impl.)Shot=102026.06 | 45.2 | — | — | — | — | |
| FRCN+ft-fullShot=102026.06 | 45.1 | — | — | — | — | |
| MetaDetShot=102026.06 | 44.1 | — | — | — | — | |
| MetaDetShot=52026.06 | 43.9 | — | — | — | — | |
| FRCN+ftShot=102026.06 | 43.4 | — | — | — | — | |
| FSRWShot=52026.06 | 42.8 | — | — | — | — | |
| FsDet w/cosShot=32026.06 | 42.8 | — | — | — | — | |
| Meta R-CNNShot=52026.06 | 41.2 | — | — | — | — | |
| YOLO-ft-fullShot=102026.06 | 38.4 | — | — | — | — | |
| FRCN-joint-ftShot=102026.06 | 35.9 | — | — | — | — | |
| FRCN+ft-fullShot=52026.06 | 35 | — | — | — | — | |
| FsDet w/cosShot=22026.06 | 34.8 | — | — | — | — | |
| Proposal RefinementShot=32026.06 | 34.1 | — | — | — | — | |
| FRCN-joint-ftShot=52026.06 | 33.1 | — | — | — | — | |
| FsDet w/cos (Our Impl.)Shot=32026.06 | 33 | — | — | — | — | |
| YOLO-ft-fullShot=52026.06 | 32.2 | — | — | — | — | |
| FRCN+ftShot=52026.06 | 30.8 | — | — | — | — | |
| FsDet w/cosShot=12026.06 | 30.8 | — | — | — | — | |
| Proposal RefinementShot=22026.06 | 30.2 | — | — | — | — | |
| MetaDetShot=32026.06 | 29.4 | — | — | — | — | |
| FsDet w/cos (Our Impl.)Shot=22026.06 | 28.8 | — | — | — | — | |
| FSRWShot=32026.06 | 28.4 | — | — | — | — | |
| Meta R-CNNShot=32026.06 | 27.5 | — | — | — | — | |
| FSRWShot=22026.06 | 25.6 | — | — | — | — | |
| MetaDetShot=22026.06 | 23.9 | — | — | — | — | |
| FSRWShot=12026.06 | 21.3 | — | — | — | — | |
| MetaDetShot=12026.06 | 20.6 | — | — | — | — | |
| FRCN+ft-fullShot=32026.06 | 19.1 | — | — | — | — | |
| FRCN-joint-ftShot=32026.06 | 18.3 | — | — | — | — | |
| Meta R-CNNShot=22026.06 | 18.2 | — | — | — | — | |
| FRCN+ftShot=32026.06 | 18.1 | — | — | — | — | |
| Proposal RefinementShot=12026.06 | 15.6 | — | — | — | — | |
| FsDet w/cos (Our Impl.)Shot=12026.06 | 15.5 | — | — | — | — | |
| FRCN-joint-ftShot=22026.06 | 15.1 | — | — | — | — | |
| YOLO-ft-fullShot=32026.06 | 15 | — | — | — | — | |
| FRCN-joint-ftShot=12026.06 | 15 | — | — | — | — | |
| Meta R-CNNShot=12026.06 | 14.3 | — | — | — | — | |
| YOLO-ft-fullShot=12026.06 | 13 | — | — | — | — | |
| FRCN+ft-fullShot=22026.06 | 11.3 | — | — | — | — | |
| YOLO-ftShot=102026.06 | 10.5 | — | — | — | — | |
| FRCN+ft-fullShot=12026.06 | 9.8 | — | — | — | — | |
| FRCN+ftShot=22026.06 | 9.6 | — | — | — | — | |
| YOLO-ftShot=52026.06 | 9.5 | — | — | — | — | |
| YOLO-ftShot=12026.06 | 8.1 | — | — | — | — | |
| YOLO-ftShot=32026.06 | 7.6 | — | — | — | — | |
| FRCN+jointShot=22026.06 | 7.5 | — | — | — | — | |
| FRCN+jointShot=32026.06 | 6.4 | — | — | — | — | |
| FRCN+jointShot=52026.06 | 6.4 | — | — | — | — | |
| FRCN+jointShot=102026.06 | 6.4 | — | — | — | — | |
| FRCN+jointShot=12026.06 | 5.2 | — | — | — | — | |
| FRCN+ftShot=12026.06 | 5 | — | — | — | — | |
| YOLO-jointShot=102026.06 | 3.9 | — | — | — | — | |
| YOLO-jointShot=52026.06 | 3.6 | — | — | — | — | |
| FRCN-jointShot=102026.06 | 2.8 | — | — | — | — | |
| FRCN-jointShot=52026.06 | 1.9 | — | — | — | — | |
| YOLO-jointShot=12026.06 | 1.8 | — | — | — | — | |
| YOLO-jointShot=32026.06 | 1.8 | — | — | — | — | |
| FRCN-jointShot=32026.06 | 1.2 | — | — | — | — | |
| FRCN-jointShot=22026.06 | 0.5 | — | — | — | — | |
| FRCN-jointShot=12026.06 | 0.2 | — | — | — | — |