Object Detection on MS-COCO 20 novel VOC classes
22.6APDeFRCN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DeFRCNShots=302022.10 | 22.6 | — | — | — | |
| DCNETShots=302022.10 | 18.6 | 32.6 | 17.5 | — | |
| FSRNShots=302022.10 | 18.1 | 30.5 | 17.1 | 39.6 | |
| CMEShots=302022.10 | 16.9 | 28 | 17.8 | — | |
| DeFRCNShots=52022.10 | 16.1 | — | — | 18.5 | |
| FSRNShots=102022.10 | 15.8 | 26.4 | 15.9 | 36 | |
| FSCEShots=302022.10 | 15.3 | — | 14.2 | — | |
| CMEShots=102022.10 | 15.1 | 24.6 | 16.4 | — | |
| FsDetViewShots=302022.10 | 14.7 | 30.6 | 12.2 | 28.4 | |
| MPSRShots=302022.10 | 14.1 | 25.4 | 14.2 | 24.3 | |
| TFA w/cosShots=302022.10 | 13.7 | 22 | 12 | — | |
| TFA w/fcShots=302022.10 | 13.4 | 22.2 | 11.8 | — | |
| DCNETShots=102022.10 | 12.8 | 23.4 | 11.2 | — | |
| FsDetViewShots=102022.10 | 12.5 | 27.3 | 9.8 | 25.5 | |
| Meta-RCNNShots=302022.10 | 12.4 | 25.3 | 10.8 | 21.7 | |
| FSOD-RPNShots=102022.10 | 12 | 22.4 | 11.8 | 30.8 | |
| MetaYOLOShots=302022.10 | 11.3 | 21.7 | 8.1 | 19.2 | |
| FSCEShots=102022.10 | 11.1 | — | 9.8 | — | |
| TFA w/fcShots=102022.10 | 10 | 17.3 | 8.5 | — | |
| TFA w/cosShots=102022.10 | 10 | 17.1 | 8.8 | — | |
| MPSRShots=102022.10 | 9.8 | 17.9 | 9.7 | 21.2 | |
| FSRNShots=52022.10 | 8.7 | 16.1 | 8.2 | 27.5 | |
| Meta-RCNNShots=102022.10 | 8.7 | 19.1 | 6.6 | 17.9 | |
| TFA w/fcShots=52022.10 | 8.4 | — | — | — | |
| TFA w/cosShots=52022.10 | 8.3 | 13.3 | 6.5 | — | |
| MetaYOLOShots=102022.10 | 5.6 | 12.3 | 4.6 | 14.4 | |
| ONCEShots=102022.10 | 5.1 | — | — | 9.5 |