Domain Adaptive Few-Shot Open-Set Recognition on DomainNet (Real to Painting)
44.29AccuracyDAPN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DAPNShots=5-shot2023.09 | 44.29 | 35.68 | |
| NSAEShots=5-shot2023.09 | 42.32 | 34.42 | |
| MetaoptnetShots=5-shot2023.09 | 41.73 | 32.29 | |
| DAPNShots=1-shot2023.09 | 41.65 | 33.21 | |
| MORGAN + DAPNShots=5-shot2023.09 | 40.27 | 39.26 | |
| NSAEShots=1-shot2023.09 | 39.17 | 31.07 | |
| MORGAN + DAPNShots=1-shot2023.09 | 38.75 | 36.19 | |
| MetaoptnetShots=1-shot2023.09 | 38.63 | 26.02 | |
| MORGANShots=5-shot2023.09 | 38.32 | 36.44 | |
| AdaMatchShots=5-shot2023.09 | 35.37 | 31.34 | |
| MORGANShots=1-shot2023.09 | 34.89 | 33.45 | |
| AdaMatchShots=1-shot2023.09 | 33.27 | 29.71 | |
| PrototypicalNetShots=5-shot2023.09 | 32.28 | 25.96 | |
| PrototypicalNetShots=1-shot2023.09 | 29.81 | 23.51 | |
| OCNShots=5-shot2023.09 | 27.87 | 26.23 | |
| SnaTCHerShots=5-shot2023.09 | 26.71 | 28.16 | |
| OCNShots=1-shot2023.09 | 26.24 | 25.17 | |
| SnaTCHerShots=1-shot2023.09 | 24.43 | 25.64 | |
| PEELERShots=5-shot2023.09 | 23.24 | 27.08 | |
| PEELERShots=1-shot2023.09 | 21.06 | 22.67 | |
| OpenMaxShots=5-shot2023.09 | 17.46 | 18.23 | |
| OpenMaxShots=1-shot2023.09 | 15.71 | 16.38 |