Few-shot Classification on OSDG 1
63.66AccuracyDUPLE
Evaluation Results
| Method | Links | |
|---|---|---|
| DUPLEShots=10-shot2025.11 | 63.66 | |
| DUPLEShots=5-shot2025.11 | 63.07 | |
| DUPLEShots=3-shot2025.11 | 62.76 | |
| DUPLEShots=1-shot2025.11 | 58.73 | |
| FEATShots=5-shot2025.11 | 49.53 | |
| FEATShots=3-shot2025.11 | 49.11 | |
| FEATShots=10-shot2025.11 | 48.8 | |
| FEATShots=1-shot2025.11 | 47.29 | |
| R2D2Shots=1-shot2025.11 | 41.34 | |
| R2D2Shots=3-shot2025.11 | 40.49 | |
| R2D2Shots=5-shot2025.11 | 40.24 | |
| R2D2Shots=10-shot2025.11 | 40.18 | |
| MAMLShots=5-shot2025.11 | 39.78 | |
| MAMLShots=3-shot2025.11 | 39.76 | |
| MAMLShots=10-shot2025.11 | 39.66 | |
| MAMLShots=1-shot2025.11 | 38.89 | |
| ANILShots=10-shot2025.11 | 36.31 | |
| ANILShots=5-shot2025.11 | 35.34 | |
| ANILShots=3-shot2025.11 | 35.15 | |
| ProtoNetShots=1-shot2025.11 | 32.71 | |
| ProtoNetShots=5-shot2025.11 | 31.55 | |
| ProtoNetShots=3-shot2025.11 | 31.51 | |
| ANILShots=1-shot2025.11 | 30.95 | |
| ProtoNetShots=10-shot2025.11 | 30.8 |