Generalized Object Detection on Pascal VOC 2007+2012 (Split-3)
63.7HM mAPDeFRCN+Meta-ScaledDynamic+Aug
Evaluation results
| Method | Links | |
|---|---|---|
| DeFRCN+Meta-ScaledDynamic+AugShots=102023.04 | 63.7 | |
| DeFRCN+Meta-ScaledDynamic+AugShots=52023.04 | 62.6 | |
| DeFRCN+Meta-ScaledDynamic+AugShots=32023.04 | 57.3 | |
| DeFRCN+Meta-ScaledDynamic+AugShots=22023.04 | 56.6 | |
| DeFRCN+Meta-ScaledDynamic+AugShots=12023.04 | 55.1 | |
| FSRWShots=5, Training Mode=Meta-Learning2023.04 | 49.9 | |
| FSRWShots=10, Training Mode=Meta-Learning2023.04 | 49.9 | |
| FsDetShots=10, Training Mode=Meta-Learning2023.04 | 47.8 | |
| M. R-CNNShots=10, Training Mode=Meta-Learning2023.04 | 45.5 | |
| FsDetShots=5, Training Mode=Meta-Learning2023.04 | 41.8 | |
| M. R-CNNShots=5, Training Mode=Meta-Learning2023.04 | 38 | |
| FSRWShots=3, Training Mode=Meta-Learning2023.04 | 36.7 | |
| FsDetShots=3, Training Mode=Meta-Learning2023.04 | 35.6 | |
| FsDetShots=1, Training Mode=Meta-Learning2023.04 | 35.2 | |
| M. R-CNNShots=3, Training Mode=Meta-Learning2023.04 | 33.4 | |
| FSRWShots=2, Training Mode=Meta-Learning2023.04 | 32.4 | |
| FSRWShots=1, Training Mode=Meta-Learning2023.04 | 29.7 | |
| FsDetShots=2, Training Mode=Meta-Learning2023.04 | 26.9 | |
| M. R-CNNShots=2, Training Mode=Meta-Learning2023.04 | 20.2 | |
| M. R-CNNShots=1, Training Mode=Meta-Learning2023.04 | 13.3 |