Object Detection on PASCAL VOC Set 1
47.7AP (Overall)Decoupling Classifier
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Decoupling Classifier# shots=102025.05 | 47.7 | 75.5 | 51.8 | 50.4 | 39.7 | 68 | |
| Decoupling Classifier# shots=52025.05 | 47.5 | 75.3 | 51.4 | 50.4 | 38.6 | 66.8 | |
| DeFRCN# shots=102025.05 | 47.2 | 74 | 51.3 | 49.9 | 39.8 | 66.5 | |
| Decoupling Classifier# shots=32025.05 | 46.4 | 74.1 | 50.1 | 50 | 35.5 | 62.1 | |
| DeFRCN# shots=52025.05 | 46.4 | 73.1 | 50.4 | 49.6 | 37.3 | 63.6 | |
| TFA# shots=102025.05 | 45.8 | 71.3 | 50.4 | 50.4 | 32 | 52.8 | |
| Decoupling Classifier# shots=22025.05 | 45.6 | 73.2 | 49.2 | 49.7 | 33.4 | 59.1 | |
| DeFRCN# shots=32025.05 | 45.3 | 71.5 | 49 | 49.3 | 33.7 | 58.2 | |
| TFA# shots=52025.05 | 44.8 | 70.1 | 49.4 | 50.1 | 28.9 | 47.9 | |
| DeFRCN# shots=22025.05 | 44.3 | 70.2 | 48 | 49.1 | 30.6 | 53.6 | |
| TFA# shots=32025.05 | 43.7 | 68.5 | 48.3 | 49.8 | 25.4 | 42.1 | |
| Decoupling Classifier# shots=12025.05 | 43.5 | 69.7 | 47.2 | 49.5 | 25.6 | 45.8 | |
| TFA# shots=22025.05 | 42.6 | 67.1 | 47 | 49.6 | 21.7 | 36.4 | |
| DeFRCN# shots=12025.05 | 42 | 66.7 | 45.5 | 48.4 | 22.5 | 40.2 | |
| TFA# shots=12025.05 | 40.6 | 64.5 | 44.7 | 49.4 | 14.2 | 25.3 | |
| FRCN+ft# shots=102025.05 | 33.3 | 53.8 | 35.5 | 36.8 | 22.7 | 52 | |
| FRCN+ft# shots=52025.05 | 32.7 | 52.5 | 35 | 37.6 | 17.9 | 28 | |
| FRCN+ft# shots=32025.05 | 31.8 | 51.4 | 34.2 | 37.9 | 13.7 | 21.6 | |
| FRCN+ft# shots=22025.05 | 30.5 | 49.4 | 32.6 | 37.3 | 9.9 | 15.6 | |
| FSRW# shots=52025.05 | 30.4 | 54.6 | 29.6 | 33.7 | 20.6 | 36.5 | |
| FRCN+ft# shots=12025.05 | 30.2 | 49.4 | 32.2 | 38.2 | 6 | 9.9 | |
| FSRW# shots=32025.05 | 29.5 | 53.3 | 28.6 | 33.8 | 16.8 | 29.8 | |
| FSRW# shots=22025.05 | 28.7 | 52.2 | 27.7 | 33.9 | 13.2 | 23.6 | |
| FSRW# shots=12025.05 | 27.6 | 50.8 | 26.5 | 34.1 | 8 | 14.2 |