Few-shot Object Detection on COCO novel categories
13.7Novel APTFA w/ cos
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TFA w/ cosShots=302020.03 | 13.7 | 13.4 | |
| TFA w/ fcShots=302020.03 | 13.4 | 13.2 | |
| FRCN+ft-full (Our Impl.)Shots=302020.03 | 12.5 | 12 | |
| Meta R-CNNShots=302020.03 | 12.4 | 10.8 | |
| MetaDetShots=302020.03 | 11.3 | 8.1 | |
| FRCN+ft+fullShots=302020.03 | 11.1 | 10.3 | |
| TFA w/ fcShots=102020.03 | 10 | 9.2 | |
| TFA w/ cosShots=102020.03 | 10 | 9.3 | |
| FRCN+ft-full (Our Impl.)Shots=102020.03 | 9.2 | 9.2 | |
| FSRWShots=302020.03 | 9.1 | 7.6 | |
| Meta R-CNNShots=102020.03 | 8.7 | 6.6 | |
| MetaDetShots=102020.03 | 7.1 | 6.1 | |
| FRCN+ft+fullShots=102020.03 | 6.5 | 5.9 | |
| FSRWShots=102020.03 | 5.6 | 4.6 |