Few-shot Classification on NSynth-100 to FSC-89 (cross-dataset)
84.37AAPITEL-CUSC
Evaluation Results
| Method | Links | |
|---|---|---|
| PITEL-CUSCNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 84.37 | |
| AMFONumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 84.21 | |
| LDCNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 84.13 | |
| ARPNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 84.04 | |
| PANNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 83.83 | |
| DSNNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 83.09 | |
| FACTNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 82.53 | |
| CECNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 81.23 | |
| DFSLNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 81.12 | |
| CLOMNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 75.84 | |
| iCaRLNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 73.52 | |
| Finetune-CNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 60.36 | |
| Finetune-MNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.07 | 57.64 |