Generalized Object Detection on PASCAL VOC Split 3
45APTFA w/cos
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| TFA w/cos# shots=102020.03 | 45 | 70.3 | 48.9 | 51.6 | 78.6 | 57 | 25.4 | 45.6 | 24.7 | |
| TFA w/cos# shots=52020.03 | 44.1 | 69.1 | 47.8 | 51.3 | 78.5 | 56.4 | 22.8 | 40.8 | 22.1 | |
| TFA w/cos# shots=32020.03 | 43.1 | 67.5 | 46.7 | 51.1 | 78.6 | 56.3 | 18.9 | 34.3 | 18.1 | |
| TFA w/fc# shots=102020.03 | 42.2 | 68.3 | 44.9 | 48.5 | 76.2 | 52.9 | 23.3 | 44.6 | 21 | |
| TFA w/cos# shots=22020.03 | 41.8 | 65.6 | 45.3 | 50.7 | — | 55.6 | 15.1 | 27.2 | 14.4 | |
| TFA w/fc# shots=52020.03 | 41.3 | 67.1 | 44 | 48 | 75.8 | 52.2 | 21.4 | 40.8 | 19.4 | |
| TFA w/fc# shots=22020.03 | 41.1 | 65.1 | 44.3 | 50.1 | 77.7 | 54.8 | 14.2 | 27.2 | 12.6 | |
| TFA w/fc# shots=32020.03 | 40.4 | 65.4 | 43.1 | 47.8 | 75.6 | 52.1 | 18.1 | 34.7 | 16.2 | |
| TFA w/cos# shots=12020.03 | 40.1 | 63.5 | 43.6 | 50.2 | 78.7 | 55.1 | 9.6 | 17.9 | 9.1 | |
| TFA w/fc# shots=12020.03 | 39 | 62.3 | 42.1 | 49.5 | 77.8 | 54 | 7.8 | 15.7 | 6.5 | |
| FRCN+ft-full# shots=102020.03 | 33.1 | 53.1 | 35.2 | 38 | 60.5 | 40.7 | 18.4 | 31 | 18.7 | |
| FRCN+ft-full# shots=52020.03 | 32.4 | 51.7 | 34.4 | 38.5 | 61 | 41.3 | 14 | 23.9 | 13.7 | |
| FRCN+ft-full# shots=32020.03 | 32.1 | 51.3 | 34.3 | 39.1 | 62.1 | 42.1 | 11.1 | 19 | 11.2 | |
| FRCN+ft-full# shots=22020.03 | 31.3 | 50.2 | 33.5 | 39.1 | 62.4 | 42 | 8 | 13.9 | 7.9 | |
| FRCN+ft-full# shots=12020.03 | 30.8 | 49.8 | 32.9 | 39.6 | 63.7 | 42.5 | 4.5 | 8.1 | 4.2 | |
| FSRW# shots=52020.03 | 30.1 | 53.8 | 29.3 | 34.1 | 60.5 | 33.6 | 18 | 33.8 | 16.5 | |
| FSRW# shots=32020.03 | 29.2 | 52.7 | 28.5 | 34.2 | 61.3 | 33.6 | 14.2 | 26.8 | 13.1 | |
| FSRW# shots=22020.03 | 28.7 | 51.8 | 28.1 | 34.5 | 62 | 34 | 11.3 | 21.3 | 10.6 | |
| FSRW# shots=12020.03 | 27.5 | 50 | 26.8 | 34.5 | 62.5 | 33.5 | 6.7 | 12.5 | 6.4 |