Few-shot Classification on LS-100 to NSynth-100 (cross-dataset)
77.59Average AccuracyAMFO
Evaluation Results
| Method | Links | |
|---|---|---|
| AMFONumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 77.59 | |
| PANNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 77.31 | |
| PITEL-CUSCNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 76.42 | |
| CLOMNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 76.18 | |
| FACTNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 74.91 | |
| ARPNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 74.32 | |
| DFSLNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 74.04 | |
| CECNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 73.56 | |
| LDCNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 70.12 | |
| DSNNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 67.8 | |
| iCaRLNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 41.86 | |
| Finetune-CNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 30.19 | |
| Finetune-MNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 27.21 |