Few-Shot Class Incremental Learning on Obesity
26.13PDMAML
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MAMLshot=10-shot2026.03 | 26.13 | 38.62 | |
| MAMLshots=5-shot2026.03 | 23.95 | 37.28 | |
| NEURON EXPANSIONshots=5-shot2026.03 | 22.6 | 59.45 | |
| Neuron Expansionshot=10-shot2026.03 | 14.4 | 67.74 | |
| Semi-Super-ProtoNetshot=10-shot2026.03 | 13.14 | 69.95 | |
| SEMI-SUPER-PROTONETshots=5-shot2026.03 | 12.25 | 70.11 | |
| FACTshot=10-shot2026.03 | 11.15 | 15.19 | |
| FACTshots=5-shot2026.03 | 10.71 | 14.29 | |
| PROTONETshots=5-shot2026.03 | 10.71 | 71.67 | |
| ProtoNetshot=10-shot2026.03 | 10.35 | 72.71 | |
| ICARLshots=5-shot2026.03 | 9.7 | 74.8 | |
| iCaLRshot=10-shot2026.03 | 5.88 | 79.27 | |
| CNN ProtoNetshot=10-shot2026.03 | 5.53 | 60.32 | |
| CNN PROTONETshots=5-shot2026.03 | 5.04 | 55.53 | |
| SPRINTshots=5-shot2026.03 | 3.61 | 78.76 | |
| SPRINTshot=10-shot2026.03 | -0.84 | 83.92 |