Open-set Few-shot Classification on LS-100 (5-way 5-shot)
95.25AccuracyFOAC-AIFP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FOAC-AIFPWay=5, Shot=52026.07 | 95.25 | 92.38 | |
| TANEWay=5, Shot=52026.07 | 94.95 | 84.14 | |
| OPPWay=5, Shot=52026.07 | 94.8 | 81.95 | |
| FEATWay=5, Shot=52026.07 | 94.39 | 86.86 | |
| GELWay=5, Shot=52026.07 | 93.92 | 92 | |
| D-ProtoNetWay=5, Shot=52026.07 | 90.7 | 77.31 | |
| METWay=5, Shot=52026.07 | 89.44 | 87.52 | |
| OpenFEATWay=5, Shot=52026.07 | 89.21 | 91.73 | |
| L3-NetWay=5, Shot=52026.07 | 89.17 | 74.93 |