Generalized Few-Shot Object Detection on Pascal VOC
68.7HMDeFRCN+Meta-ScaledDynamic+Aug
Evaluation results
| Method | Links | |
|---|---|---|
| DeFRCN+Meta-ScaledDynamic+AugShots=102023.04 | 68.7 | |
| DeFRCN+Meta-ScaledDynamic+AugShots=52023.04 | 68.6 | |
| DeFRCNShots=102023.04 | 67.8 | |
| DeFRCNShots=52023.04 | 67.6 | |
| DeFRCN+Meta-ScaledDynamic+AugShots=32023.04 | 65.9 | |
| DeFRCNShots=32023.04 | 64.7 | |
| DeFRCN+Meta-ScaledDynamic+AugShots=22023.04 | 63.7 | |
| MPSR+Meta-ScaledDynamic+AugShots=102023.04 | 62.7 | |
| DeFRCNShots=22023.04 | 62.5 | |
| FSCEShots=102023.04 | 61 | |
| Ret. R-CNNShots=102023.04 | 60.8 | |
| MPSRShots=102023.04 | 60.8 | |
| TFA-fcShots=102023.04 | 59.9 | |
| DeFRCN+Meta-ScaledDynamic+AugShots=12023.04 | 59.8 | |
| TFA-cosShots=102023.04 | 59.6 | |
| MPSR+Meta-ScaledDynamic+AugShots=52023.04 | 59.2 | |
| Ret. R-CNNShots=52023.04 | 59.1 | |
| TFA-cosShots=52023.04 | 58.4 | |
| TFA-fcShots=52023.04 | 58.3 | |
| FSCEShots=52023.04 | 57.7 | |
| DeFRCNShots=12023.04 | 57.6 | |
| MPSRShots=52023.04 | 57.2 | |
| MPSR+Meta-ScaledDynamic+AugShots=32023.04 | 57 | |
| Ret. R-CNNShots=32023.04 | 54.7 | |
| MPSRShots=32023.04 | 54.5 | |
| FSCEShots=32023.04 | 54.2 | |
| TFA-cosShots=32023.04 | 53.5 | |
| TFA-fcShots=32023.04 | 52.9 | |
| MPSR+Meta-ScaledDynamic+AugShots=22023.04 | 51.5 | |
| Ret. R-CNNShots=22023.04 | 50.5 | |
| FSCEShots=22023.04 | 48.8 | |
| MPSRShots=22023.04 | 47.4 | |
| FRCNShots=102023.04 | 46.7 | |
| MPSR+Meta-ScaledDynamic+AugShots=12023.04 | 46.3 | |
| TFA-cosShots=22023.04 | 46 | |
| Ret. R-CNNShots=12023.04 | 44.7 | |
| TFA-cosShots=12023.04 | 44.6 | |
| FRCNShots=52023.04 | 44.3 | |
| TFA-fcShots=22023.04 | 44.1 | |
| MPSRShots=12023.04 | 43.1 | |
| FSCEShots=12023.04 | 41.8 | |
| TFA-fcShots=12023.04 | 40.5 | |
| FRCNShots=32023.04 | 40 | |
| FRCNShots=22023.04 | 31.7 | |
| FRCNShots=12023.04 | 25.9 |