Domain Adaptive Few-Shot Open-Set Recognition on DomainNet Clipart to Painting
45.81AccuracyMORGAN + DAPN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MORGAN + DAPNShots=5-shot2023.09 | 45.81 | 42.26 | |
| DAPNShots=5-shot2023.09 | 45.57 | 38.75 | |
| DAPNShots=1-shot2023.09 | 43.49 | 35.27 | |
| NSAEShots=5-shot2023.09 | 43.14 | 35.23 | |
| MORGANShots=5-shot2023.09 | 42.05 | 39.86 | |
| MORGAN + DAPNShots=1-shot2023.09 | 41.77 | 39.45 | |
| MetaoptnetShots=5-shot2023.09 | 40.42 | 32.37 | |
| NSAEShots=1-shot2023.09 | 40.14 | 33.19 | |
| MORGANShots=1-shot2023.09 | 39.22 | 38.07 | |
| MetaoptnetShots=1-shot2023.09 | 37.21 | 29.56 | |
| AdaMatchShots=5-shot2023.09 | 33.57 | 28.38 | |
| OCNShots=5-shot2023.09 | 31.35 | 29.89 | |
| PrototypicalNetShots=5-shot2023.09 | 31.28 | 24.98 | |
| AdaMatchShots=1-shot2023.09 | 30.84 | 26.34 | |
| SnaTCHerShots=5-shot2023.09 | 28.41 | 26.72 | |
| OCNShots=1-shot2023.09 | 27.65 | 26.64 | |
| PrototypicalNetShots=1-shot2023.09 | 27.59 | 22.18 | |
| SnaTCHerShots=1-shot2023.09 | 25.18 | 24.56 | |
| PEELERShots=5-shot2023.09 | 24.82 | 25.12 | |
| PEELERShots=1-shot2023.09 | 22.64 | 23.04 | |
| OpenMaxShots=5-shot2023.09 | 20.21 | 19.45 | |
| OpenMaxShots=1-shot2023.09 | 15.66 | 17.01 |