Object Detection on PASCAL VOC Set 3
47.8Overall APDecoupling Classifier
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Decoupling Classifier# shots=102025.05 | 47.8 | 75.1 | 51.6 | 51.9 | 35.6 | 63.3 | |
| Decoupling Classifier# shots=52025.05 | 47.2 | 74.5 | 50.8 | 51.8 | 33.5 | 60.3 | |
| DeFRCN# shots=102025.05 | 47 | 73.3 | 51 | 51.3 | 34.7 | 60.8 | |
| Decoupling Classifier# shots=32025.05 | 46.2 | 73.4 | 49.4 | 51.5 | 30.5 | 56.3 | |
| DeFRCN# shots=52025.05 | 46.2 | 72.4 | 50 | 51 | 32.3 | 57.7 | |
| Decoupling Classifier# shots=22025.05 | 45.3 | 72.3 | 48.6 | 51.3 | 27.6 | 52.1 | |
| DeFRCN# shots=32025.05 | 45.1 | 70.9 | 48.8 | 50.5 | 29.2 | 52.9 | |
| TFA# shots=102025.05 | 45 | 70.3 | 48.9 | 51.6 | 25.4 | 45.6 | |
| TFA# shots=52025.05 | 44.1 | 69.1 | 47.8 | 51.3 | 22.8 | 40.8 | |
| DeFRCN# shots=22025.05 | 44 | 69.5 | 47.7 | 50.2 | 26 | 38.3 | |
| Decoupling Classifier# shots=12025.05 | 43.3 | 69.1 | 46.8 | 50.9 | 20.5 | 39.6 | |
| TFA# shots=32025.05 | 43.1 | 67.5 | 46.7 | 51.1 | 18.9 | 34.3 | |
| TFA# shots=22025.05 | 41.8 | 65.6 | 45.3 | 50.7 | 15.1 | 27.2 | |
| DeFRCN# shots=12025.05 | 41.6 | 66 | 44.9 | 49.4 | 17.9 | 35 | |
| TFA# shots=12025.05 | 40.1 | 63.5 | 43.6 | 50.2 | 9.6 | 17.9 | |
| FRCN+ft# shots=102025.05 | 33.1 | 53.1 | 35.2 | 38 | 18.4 | 44.6 | |
| FRCN+ft# shots=52025.05 | 32.4 | 51.7 | 34.4 | 38.5 | 14 | 23.9 | |
| FRCN+ft# shots=32025.05 | 32.1 | 51.3 | 34.3 | 39.1 | 11.1 | 19 | |
| FRCN+ft# shots=22025.05 | 31.3 | 50.2 | 33.5 | 39.1 | 8 | 13.9 | |
| FRCN+ft# shots=12025.05 | 30.8 | 49.8 | 32.9 | 39.6 | 4.5 | 8.1 | |
| FSRW# shots=52025.05 | 30.1 | 53.8 | 29.3 | 34.1 | 18 | 33.8 | |
| FSRW# shots=32025.05 | 29.2 | 52.7 | 28.5 | 34.2 | 14.2 | 26.8 | |
| FSRW# shots=22025.05 | 28.7 | 51.8 | 28.1 | 34.5 | 11.3 | 21.3 | |
| FSRW# shots=12025.05 | 27.5 | 50 | 26.8 | 34.5 | 6.7 | 12.5 |