Few-Shot Object Detection on Pascal VOC (mAP)
61.8mAPDeFRCN+Meta-ScaledDynamic+Aug
Evaluation results
| Method | Links | |
|---|---|---|
| DeFRCN+Meta-ScaledDynamic+AugShots=102023.04 | 61.8 | |
| DeFRCN+Meta-ScaledDynamic+AugShots=52023.04 | 61.3 | |
| DeFRCNShots=102023.04 | 60.8 | |
| DeFRCNShots=52023.04 | 60 | |
| LVC-PLShots=102023.04 | 58.6 | |
| LVC-PLShots=52023.04 | 57.5 | |
| DeFRCN+Meta-ScaledDynamic+AugShots=32023.04 | 57.2 | |
| FADIShots=102023.04 | 56.9 | |
| DeFRCNShots=32023.04 | 55.9 | |
| LVC-PLShots=32023.04 | 54.8 | |
| LVCShots=102023.04 | 54.1 | |
| DeFRCN+Meta-ScaledDynamic+AugShots=22023.04 | 54 | |
| MPSR+Meta-ScaledDynamic+AugShots=102023.04 | 53.7 | |
| DeFRCNShots=22023.04 | 52.6 | |
| FADIShots=52023.04 | 52.4 | |
| FSCEShots=102023.04 | 52.2 | |
| MPSRShots=102023.04 | 52.1 | |
| LVCShots=52023.04 | 51.1 | |
| MPSR+Meta-ScaledDynamic+AugShots=52023.04 | 49.2 | |
| DeFRCN+Meta-ScaledDynamic+AugShots=12023.04 | 49.2 | |
| Ret. R-CNNShots=102023.04 | 48.8 | |
| TFA-fcShots=102023.04 | 48.7 | |
| TFA-cosShots=102023.04 | 48.3 | |
| TFA+HalShots=102023.04 | 48.1 | |
| FADIShots=32023.04 | 47.9 | |
| FSCEShots=52023.04 | 47.1 | |
| MPSRShots=52023.04 | 47.1 | |
| TFA-cosShots=52023.04 | 46.8 | |
| Ret. R-CNNShots=52023.04 | 46.8 | |
| MPSR+Meta-ScaledDynamic+AugShots=32023.04 | 46.8 | |
| TFA-fcShots=52023.04 | 46.6 | |
| FADIShots=22023.04 | 46.5 | |
| DeFRCNShots=12023.04 | 46.5 | |
| TFA+HalShots=52023.04 | 46.3 | |
| LVC-PLShots=12023.04 | 45.2 | |
| LVC-PLShots=22023.04 | 45 | |
| MPSRShots=32023.04 | 44.3 | |
| LVCShots=32023.04 | 43.6 | |
| FSCEShots=32023.04 | 42.5 | |
| FADIShots=12023.04 | 42.2 | |
| Ret. R-CNNShots=32023.04 | 41.4 | |
| MPSR+Meta-ScaledDynamic+AugShots=22023.04 | 40.6 | |
| TFA-cosShots=32023.04 | 40.5 | |
| TFA+HalShots=32023.04 | 40.4 | |
| TFA-fcShots=32023.04 | 39.8 | |
| MPSRShots=22023.04 | 37.2 | |
| Ret. R-CNNShots=22023.04 | 37.1 | |
| FRCNShots=102023.04 | 36.5 | |
| FSCEShots=22023.04 | 36.3 | |
| MPSR+Meta-ScaledDynamic+AugShots=12023.04 | 35.8 | |
| TFA+HalShots=22023.04 | 35.5 | |
| LVCShots=22023.04 | 35.4 | |
| FRCNShots=52023.04 | 33.4 | |
| MPSRShots=12023.04 | 33.1 | |
| TFA+HalShots=12023.04 | 32.9 | |
| TFA-cosShots=22023.04 | 32.6 | |
| TFA-cosShots=12023.04 | 31.4 | |
| Ret. R-CNNShots=12023.04 | 31.4 | |
| LVCShots=12023.04 | 30.9 | |
| TFA-fcShots=22023.04 | 30.6 | |
| FSCEShots=12023.04 | 29.2 | |
| FRCNShots=32023.04 | 28.8 | |
| TFA-fcShots=12023.04 | 27.6 | |
| FRCNShots=22023.04 | 20.6 | |
| FRCNShots=12023.04 | 6.1 |