Object Detection on COCO Generalized Object Detection
28.7APTFA w/cos
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TFA w/cosNumber of shots=302020.03 | 28.7 | 44.7 | 31.5 | 16.1 | 31.2 | 38.4 | 34.2 | 52.3 | 38 | 12.1 | 22 | 12 | |
| TFA w/fcNumber of shots=302020.03 | 28.4 | 44.4 | 31.2 | 15.7 | 31.2 | 38.6 | 33.8 | 51.8 | 37.6 | 12 | 22.2 | 11.8 | |
| TFA w/cosNumber of shots=102020.03 | 26.6 | 42.2 | 29 | 15 | 29.1 | 35.2 | 32.4 | 50.6 | 35.7 | 9.1 | 17.1 | 8.8 | |
| TFA w/fcNumber of shots=102020.03 | 26.2 | 41.8 | 28.6 | 14.5 | 29 | 35.2 | 32 | 49.9 | 35.3 | 9.1 | 17.3 | 8.5 | |
| TFA w/cosNumber of shots=52020.03 | 25.9 | 41.2 | 28.4 | 15 | 28.3 | 34.1 | 32.3 | 50.5 | 35.6 | 7 | 13.3 | 6.5 | |
| TFA w/fcNumber of shots=52020.03 | 25.6 | 40.7 | 28 | 14.3 | 28.2 | 34.4 | 31.8 | 49.8 | 35.2 | 6.9 | 13.4 | 6.3 | |
| TFA w/cosNumber of shots=32020.03 | 25.3 | 40.4 | 27.6 | 14.8 | 27.7 | 33.1 | 32 | 50.5 | 35.1 | 5.1 | 9.9 | 4.8 | |
| TFA w/cosNumber of shots=22020.03 | 24.9 | 40.1 | 27 | 14.9 | 27.3 | 32.3 | 31.9 | 50.8 | 34.8 | 3.9 | 7.8 | 3.6 | |
| TFA w/fcNumber of shots=32020.03 | 24.9 | 39.7 | 27.1 | 14.1 | 27.5 | 33.4 | 31.5 | 49.6 | 34.6 | 5 | 9.9 | 4.6 | |
| TFA w/fcNumber of shots=22020.03 | 24.5 | 39.3 | 26.5 | 13.9 | 27.1 | 32.7 | 31.4 | 49.8 | 34.3 | 3.8 | 7.8 | 3.2 | |
| TFA w/cosNumber of shots=12020.03 | 24.4 | 39.8 | 26.1 | 14.7 | 26.8 | 31.4 | 31.9 | 51.8 | 34.3 | 1.9 | 3.8 | 1.7 | |
| TFA w/fcNumber of shots=12020.03 | 24 | 38.9 | 25.8 | 13.8 | 26.6 | 32 | 31.5 | 50.7 | 33.9 | 1.6 | 3.4 | 1.3 | |
| FRCN+ft-fullNumber of shots=12020.03 | 16.2 | 25.8 | 17.6 | 7.2 | 17.9 | 23.1 | 21 | 33.3 | 23 | 1.7 | 3.3 | 1.6 | |
| FRCN+ft-fullNumber of shots=22020.03 | 15.8 | 25 | 17.3 | 6.6 | 17.2 | 23.5 | 20 | 31.4 | 22.2 | 3.1 | 6.1 | 2.9 | |
| FRCN+ft-fullNumber of shots=32020.03 | 15 | 23.9 | 16.4 | 6 | 16.1 | 22.6 | 18.8 | 29.5 | 20.7 | 3.7 | 7.1 | 3.5 | |
| FRCN+ft-fullNumber of shots=52020.03 | 14.4 | 23 | 15.6 | 5.6 | 15.2 | 21.9 | 17.6 | 27.8 | 19.3 | 4.6 | 8.7 | 4.4 | |
| FRCN+ft-fullNumber of shots=302020.03 | 13.5 | 21.8 | 14.5 | 5.1 | 14.6 | 19.9 | 15.6 | 24.8 | 16.9 | 7.4 | 13.1 | 7.4 | |
| FRCN+ft-fullNumber of shots=102020.03 | 13.4 | 21.8 | 14.5 | 5.1 | 14.3 | 20.1 | 16.1 | 25.7 | 17.5 | 5.5 | 10 | 5.5 |