Open-set Few-shot Classification on NSynth-100 (5-way 5-shot)
94.3AccuracyFOAC-AIFP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FOAC-AIFPWay=5, Shot=52026.07 | 94.3 | 0.9126 | |
| D-ProtoNetWay=5, Shot=52026.07 | 94.19 | 0.8434 | |
| METWay=5, Shot=52026.07 | 92.56 | 0.8876 | |
| TANEWay=5, Shot=52026.07 | 92.49 | 0.8065 | |
| L3-NetWay=5, Shot=52026.07 | 92.19 | 0.8558 | |
| OPPWay=5, Shot=52026.07 | 90.57 | 0.7702 | |
| FEATWay=5, Shot=52026.07 | 89.92 | 0.8141 | |
| GELWay=5, Shot=52026.07 | 82.44 | 0.8448 | |
| OpenFEATWay=5, Shot=52026.07 | 75.86 | 0.8188 |