Few-shot Classification on OSDG1 (test)
0.6392F1 ScoreDUPLE
Evaluation Results
| Method | Links | |
|---|---|---|
| DUPLEShots=10-shot2025.11 | 0.6392 | |
| DUPLEShots=5-shot2025.11 | 0.6309 | |
| DUPLEShots=3-shot2025.11 | 0.627 | |
| DUPLEShots=1-shot2025.11 | 0.5858 | |
| FEATShots=5-shot2025.11 | 0.461 | |
| FEATShots=3-shot2025.11 | 0.4543 | |
| FEATShots=10-shot2025.11 | 0.443 | |
| FEATShots=1-shot2025.11 | 0.4428 | |
| R2D2Shots=1-shot2025.11 | 0.382 | |
| R2D2Shots=3-shot2025.11 | 0.3721 | |
| R2D2Shots=5-shot2025.11 | 0.3687 | |
| R2D2Shots=10-shot2025.11 | 0.3686 | |
| MAMLShots=1-shot2025.11 | 0.3583 | |
| MAMLShots=3-shot2025.11 | 0.3509 | |
| MAMLShots=5-shot2025.11 | 0.3465 | |
| MAMLShots=10-shot2025.11 | 0.3427 | |
| ANILShots=10-shot2025.11 | 0.3388 | |
| ANILShots=5-shot2025.11 | 0.3343 | |
| ANILShots=3-shot2025.11 | 0.3342 | |
| ANILShots=1-shot2025.11 | 0.3015 | |
| ProtoNetShots=1-shot2025.11 | 0.262 | |
| ProtoNetShots=3-shot2025.11 | 0.243 | |
| ProtoNetShots=5-shot2025.11 | 0.2428 | |
| ProtoNetShots=10-shot2025.11 | 0.2354 |