Few-shot Classification on OSDG2 (test)
76.21F1 ScoreDUPLE
Evaluation Results
| Method | Links | |
|---|---|---|
| DUPLEShots=5-shot2025.11 | 76.21 | |
| DUPLEShots=10-shot2025.11 | 76.02 | |
| DUPLEShots=3-shot2025.11 | 75.36 | |
| DUPLEShots=1-shot2025.11 | 66.43 | |
| ProtoNetShots=3-shot2025.11 | 65.56 | |
| ProtoNetShots=10-shot2025.11 | 65.3 | |
| ProtoNetShots=5-shot2025.11 | 65.2 | |
| ProtoNetShots=1-shot2025.11 | 64.14 | |
| R2D2Shots=5-shot2025.11 | 64.1 | |
| R2D2Shots=10-shot2025.11 | 64.02 | |
| R2D2Shots=3-shot2025.11 | 63.67 | |
| MAMLShots=10-shot2025.11 | 63.12 | |
| MAMLShots=5-shot2025.11 | 63.05 | |
| MAMLShots=3-shot2025.11 | 62.33 | |
| MAMLShots=1-shot2025.11 | 61.55 | |
| ANILShots=5-shot2025.11 | 60.23 | |
| ANILShots=10-shot2025.11 | 60.18 | |
| ANILShots=3-shot2025.11 | 60.12 | |
| ANILShots=1-shot2025.11 | 57.92 | |
| R2D2Shots=1-shot2025.11 | 54.91 | |
| FEATShots=3-shot2025.11 | 51.25 | |
| FEATShots=5-shot2025.11 | 50.5 | |
| FEATShots=10-shot2025.11 | 49.97 | |
| FEATShots=1-shot2025.11 | 48.71 |