Object Detection on PASCAL VOC Set 2
45.9Overall APDecoupling Classifier
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Decoupling Classifier# shots=102025.05 | 45.9 | 72.5 | 49.1 | 51.5 | 29.1 | 53.7 | |
| DeFRCN# shots=102025.05 | 45.6 | 71.5 | 49 | 51.3 | 29.3 | 52.8 | |
| Decoupling Classifier# shots=52025.05 | 45.2 | 71.6 | 48.3 | 51.5 | 26.4 | 50.3 | |
| Decoupling Classifier# shots=32025.05 | 44.6 | 70.9 | 47.7 | 51.4 | 24.4 | 46.6 | |
| DeFRCN# shots=52025.05 | 44.6 | 70.2 | 47.8 | 51 | 25.8 | 48.1 | |
| Decoupling Classifier# shots=22025.05 | 43.6 | 69.6 | 46.6 | 51.1 | 21.2 | 41.7 | |
| DeFRCN# shots=32025.05 | 43.5 | 68.9 | 46.6 | 50.6 | 22.9 | 43.4 | |
| DeFRCN# shots=22025.05 | 42.7 | 67.7 | 45.7 | 50.3 | 20.5 | 39.7 | |
| TFA# shots=102025.05 | 42.3 | 67.6 | 45.7 | 49.4 | 20.8 | 39.5 | |
| Decoupling Classifier# shots=12025.05 | 41.7 | 66.8 | 44.5 | 50.5 | 15.1 | 31.8 | |
| TFA# shots=52025.05 | 40.9 | 65.7 | 44.1 | 48.6 | 17.8 | 34.1 | |
| DeFRCN# shots=12025.05 | 40.7 | 64.8 | 43.8 | 49.6 | 14.6 | 29.5 | |
| TFA# shots=32025.05 | 40.1 | 64.5 | 43.3 | 48.1 | 16 | 30.9 | |
| TFA# shots=22025.05 | 39 | 63 | 42.1 | 47.3 | 14.1 | 27.5 | |
| TFA# shots=12025.05 | 36.7 | 59.9 | 39.3 | 45.9 | 9 | 18.3 | |
| FRCN+ft# shots=102025.05 | 32.2 | 52.3 | 34.1 | 37.2 | 17 | 39.7 | |
| FRCN+ft# shots=52025.05 | 31.5 | 50.8 | 33.6 | 37.9 | 12.4 | 21.9 | |
| FRCN+ft# shots=32025.05 | 31.1 | 50.1 | 33.2 | 38.1 | 9.8 | 17.4 | |
| FRCN+ft# shots=22025.05 | 30.7 | 49.7 | 32.9 | 38.4 | 7.7 | 13.8 | |
| FSRW# shots=52025.05 | 30.4 | 54.6 | 29.5 | 35.3 | 15.7 | 31.4 | |
| FRCN+ft# shots=12025.05 | 30.3 | 49.7 | 32.3 | 38.8 | 5 | 9.4 | |
| FSRW# shots=32025.05 | 29.9 | 53.9 | 29 | 35.7 | 12.5 | 25.1 | |
| FSRW# shots=22025.05 | 29.4 | 53.1 | 28.5 | 35.8 | 9.9 | 19.6 | |
| FSRW# shots=12025.05 | 28.4 | 51.7 | 27.3 | 35.7 | 6.3 | 12.3 |