Few-shot Classification on OSDG2
77.45AccuracyDUPLE
Evaluation Results
| Method | Links | |
|---|---|---|
| DUPLEShots=5-shot2025.11 | 77.45 | |
| DUPLEShots=10-shot2025.11 | 77.2 | |
| DUPLEShots=3-shot2025.11 | 77.06 | |
| DUPLEShots=1-shot2025.11 | 68.17 | |
| ProtoNetShots=10-shot2025.11 | 66.67 | |
| ProtoNetShots=3-shot2025.11 | 66.65 | |
| ProtoNetShots=5-shot2025.11 | 66.49 | |
| ProtoNetShots=1-shot2025.11 | 65.09 | |
| MAMLShots=10-shot2025.11 | 64.87 | |
| MAMLShots=5-shot2025.11 | 64.64 | |
| R2D2Shots=10-shot2025.11 | 64.25 | |
| R2D2Shots=5-shot2025.11 | 64 | |
| MAMLShots=3-shot2025.11 | 63.86 | |
| ANILShots=10-shot2025.11 | 63.67 | |
| R2D2Shots=3-shot2025.11 | 63.34 | |
| ANILShots=5-shot2025.11 | 63.31 | |
| ANILShots=3-shot2025.11 | 62.61 | |
| MAMLShots=1-shot2025.11 | 62.56 | |
| ANILShots=1-shot2025.11 | 58.87 | |
| FEATShots=10-shot2025.11 | 58.35 | |
| FEATShots=5-shot2025.11 | 57.74 | |
| FEATShots=3-shot2025.11 | 57.43 | |
| R2D2Shots=1-shot2025.11 | 54.26 | |
| FEATShots=1-shot2025.11 | 53.32 |