Generalized Few-Shot Object Detection on PASCAL VOC All Set 2 (test)
70.4AP50 (1-shot)CFA-DeFRCN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CFA-DeFRCNensemble protocol=true2022.04 | 70.4 | 72.7 | 73.7 | 74.7 | 74.2 | |
| CFA-DeFRCNensemble protocol=false2022.04 | 69.3 | 71.4 | 72 | 73.3 | 72 | |
| DeFRCNensemble protocol=false2022.04 | 68.6 | 69.8 | 71 | 72.5 | 71.5 | |
| CFA w/ fcensemble protocol=true2022.04 | 67 | 68 | 70.2 | 70.8 | 71.5 | |
| Retentive R-CNNensemble protocol=true2022.04 | 66.8 | 68.4 | 70.2 | 70.7 | 71.5 | |
| CFA w/ cosensemble protocol=true2022.04 | 66.8 | 68.4 | 70.4 | 71.1 | 71.9 | |
| CFA w/ fcensemble protocol=false2022.04 | 66 | 66.9 | 69.2 | 70.1 | 71.1 | |
| TFA w/ cosensemble protocol=false2022.04 | 65.5 | 65 | 67.7 | 68 | 68.6 | |
| CFA w/ cosensemble protocol=false2022.04 | 64.8 | 66.5 | 68.3 | 69.5 | 70.5 | |
| TFA w/ fcensemble protocol=false2022.04 | 64.7 | 66.3 | 67.7 | 68.3 | 68.7 | |
| FSRWensemble protocol=false2022.04 | 55.1 | 54.2 | 55.2 | 57.5 | 58.9 | |
| MPSRensemble protocol=false2022.04 | 53.1 | 57.6 | 62.8 | 64.2 | 66.3 | |
| FRCN-ft-fullensemble protocol=false2022.04 | 50.1 | 53.7 | 53.6 | 55.9 | 55.5 | |
| FsDetView*ensemble protocol=false2022.04 | 36.3 | 43.7 | 41.6 | 45.8 | 54.1 | |
| Meta R-CNN*ensemble protocol=false2022.04 | 19.4 | 33.2 | 34.8 | 44.4 | 53.9 |