Generalized Few-Shot Object Detection on PASCAL VOC All Set 3 (test)
74.7AP50 (1-shot)CFA-DeFRCN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CFA-DeFRCNensemble protocol=true2022.04 | 74.7 | 75.5 | 75 | 76.2 | 76.6 | |
| CFA-DeFRCNensemble protocol=false2022.04 | 72.9 | 73.9 | 73 | 74.1 | 74.6 | |
| DeFRCNensemble protocol=false2022.04 | 72.5 | 73.5 | 72.7 | 74.1 | 73.9 | |
| CFA w/ cosensemble protocol=true2022.04 | 69.7 | 71.2 | 72.6 | 74 | 74.7 | |
| CFA w/ fcensemble protocol=true2022.04 | 69.1 | 70.1 | 71.6 | 73.3 | 74.7 | |
| Retentive R-CNNensemble protocol=true2022.04 | 69 | 70.9 | 72.3 | 73.9 | 74.1 | |
| TFA w/ cosensemble protocol=false2022.04 | 67.9 | 68.6 | 71 | 72.5 | 72.4 | |
| TFA w/ fcensemble protocol=false2022.04 | 67.8 | 68.9 | 70.8 | 72.3 | 72.2 | |
| CFA w/ fcensemble protocol=false2022.04 | 67.7 | 69 | 70.9 | 72.6 | 73.5 | |
| CFA w/ cosensemble protocol=false2022.04 | 67.7 | 69.7 | 71.9 | 73 | 73.5 | |
| FRCN-ft-fullensemble protocol=false2022.04 | 58.5 | 59.1 | 58.7 | 61.8 | 60.9 | |
| MPSRensemble protocol=false2022.04 | 55.2 | 59.8 | 62.7 | 66.9 | 67.7 | |
| FSRWensemble protocol=false2022.04 | 54.2 | 53.5 | 54.7 | 58.6 | 57.6 | |
| FsDetView*ensemble protocol=false2022.04 | 37 | 39.5 | 40.7 | 50.7 | 54.8 | |
| Meta R-CNN*ensemble protocol=false2022.04 | 20.3 | 31 | 41.2 | 48 | 55.1 |