Generalized Object Detection on PASCAL VOC Split 1
45.8APTFA w/cos
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| TFA w/cos# shots=102020.03 | 45.8 | 71.3 | 50.4 | 50.4 | 77.5 | 55.9 | 32 | 52.8 | 33.7 | |
| TFA w/cos# shots=52020.03 | 44.8 | 70.1 | 49.4 | 50.1 | 77.4 | 55.6 | 28.9 | 47.9 | 30.6 | |
| TFA w/cos# shots=32020.03 | 43.7 | 68.5 | 48.3 | 49.8 | 77.3 | 55.4 | 25.4 | 42.1 | 27 | |
| TFA w/fc# shots=102020.03 | 42.8 | 69.5 | 46 | 47.3 | 75.4 | 51.6 | 29.3 | 52 | 29 | |
| TFA w/cos# shots=22020.03 | 42.6 | 67.1 | 47 | 49.6 | 77.3 | 55 | 21.7 | 36.4 | 22.8 | |
| TFA w/fc# shots=52020.03 | 41.9 | 68 | 45 | 47.2 | 75.1 | 51.5 | 25.9 | 46.7 | 25.3 | |
| TFA w/fc# shots=32020.03 | 41.8 | 67.1 | 45.4 | 48.2 | 76 | 53.1 | 22.6 | 40.4 | 22.4 | |
| TFA w/cos# shots=12020.03 | 40.6 | 64.5 | 44.7 | 49.4 | 77.6 | 54.8 | 14.2 | 25.3 | 14.2 | |
| TFA w/fc# shots=22020.03 | 40.5 | 65.5 | 43.8 | 47.8 | 75.8 | 52.2 | 18.9 | 34.5 | 18.4 | |
| TFA w/fc# shots=12020.03 | 39.6 | 63.5 | 43.2 | 48.7 | 77.1 | 53.7 | 12.2 | 22.9 | 11.6 | |
| FRCN+ft-full# shots=102020.03 | 33.3 | 53.8 | 35.5 | 36.8 | 59.8 | 39.2 | 22.7 | 35.6 | 24.4 | |
| FRCN+ft-full# shots=52020.03 | 32.7 | 52.5 | 35 | 37.6 | 60.6 | 40.3 | 17.9 | 28 | 19.2 | |
| FRCN+ft-full# shots=32020.03 | 31.8 | 51.4 | 34.2 | 37.9 | 61.3 | 40.7 | 13.7 | 21.6 | 14.8 | |
| FRCN+ft-full# shots=22020.03 | 30.5 | 49.4 | 32.6 | 37.3 | 60.7 | 40.1 | 9.9 | 15.6 | 10.3 | |
| FSRW# shots=52020.03 | 30.4 | 54.6 | 29.6 | 33.7 | 60.7 | 32.8 | 20.6 | 36.5 | 20 | |
| FRCN+ft-full# shots=12020.03 | 30.2 | 49.4 | 32.2 | 38.2 | 62.6 | 40.8 | 6 | 9.9 | 6.3 | |
| FSRW# shots=32020.03 | 29.5 | 53.3 | 28.6 | 33.8 | 61.2 | 32.7 | 16.8 | 29.8 | 16.5 | |
| FSRW# shots=22020.03 | 28.7 | 52.2 | 27.7 | 33.9 | 61.8 | 32.7 | 13.2 | 23.6 | 12.7 | |
| FSRW# shots=12020.03 | 27.6 | 50.8 | 26.5 | 34.1 | 62.9 | 32.6 | 8 | 14.2 | 7.9 |