Object Detection on LVIS v0.5 2019
26.2APTFA w/ cos
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| TFA w/ cosBackbone=FRCN w/ R-101, Repeated sampling=true2020.03 | 26.2 | 41.8 | 27.5 | 20.2 | 32 | 39.9 | 17.3 | 26.4 | 29.6 | |
| TFA w/ fcBackbone=FRCN w/ R-101, Repeated sampling=true2020.03 | 25.4 | 41.8 | 27 | 19.8 | 31.1 | 39.2 | 15.5 | 26 | 28.6 | |
| Joint trainingBackbone=FRCN w/ R-101, Repeated sampling=true2020.03 | 24.7 | 40.5 | 26 | 19 | 30.3 | 38 | 13.4 | 24 | 30.1 | |
| TFA w/ cosBackbone=FRCN w/ R-50, Repeated sampling=true2020.03 | 24.4 | 40 | 26.1 | 19.9 | 29.5 | 38.2 | 16.9 | 24.3 | 27.7 | |
| TFA w/ cosBackbone=FRCN w/ R-101, Repeated sampling=false2020.03 | 24.3 | 39.3 | 25.8 | 20.1 | 30.2 | 39.5 | 18.1 | 21.8 | 29.8 | |
| TFA w/ fcBackbone=FRCN w/ R-50, Repeated sampling=true2020.03 | 24.1 | 39.9 | 25.4 | 19.5 | 29.1 | 36.7 | 14.9 | 23.9 | 27.9 | |
| TFA w/ fcBackbone=FRCN w/ R-101, Repeated sampling=false2020.03 | 23.9 | 39.3 | 25.3 | 19.5 | 29.5 | 38.6 | 16.2 | 22.3 | 28.9 | |
| Joint trainingBackbone=FRCN w/ R-50, Repeated sampling=true2020.03 | 23.1 | 38.4 | 24.3 | 18.1 | 28.3 | 36 | 13 | 22 | 28.4 | |
| TFA w/ cosBackbone=FRCN w/ R-50, Repeated sampling=false2020.03 | 22.7 | 37.2 | 23.9 | 18.8 | 27.7 | 37.1 | 15.4 | 20.5 | 28.4 | |
| TFA w/ fcBackbone=FRCN w/ R-50, Repeated sampling=false2020.03 | 22.3 | 37.8 | 22.2 | 18.5 | 28.2 | 36.6 | 14.3 | 21.1 | 27 | |
| Joint trainingBackbone=FRCN w/ R-101, Repeated sampling=false2020.03 | 21.9 | 35.8 | 23 | 18.8 | 28 | 36.2 | 3 | 20.8 | 30.8 | |
| Joint trainingBackbone=FRCN w/ R-50, Repeated sampling=false2020.03 | 19.8 | 33.6 | 20.4 | 17.1 | 25.9 | 33.2 | 2.1 | 18.5 | 28.5 |