Cross-domain few-shot classification on CD-FSL (test)
0.2667ChestXLDP-net
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LDP-netBackbone=ResNet10, Ways=5, Shots=52023.12 | 0.2667 | 0.894 | 0.8201 | 0.4806 | 0.6154 | |
| RFS+MLPBackbone=ResNet10, Ways=5, Shots=52023.12 | 0.26 | 0.8968 | 0.7813 | 0.4633 | 0.6004 | |
| RDCBackbone=ResNet10, Ways=5, Shots=52023.12 | 0.2591 | 0.889 | 0.7715 | 0.4128 | 0.5831 | |
| BL+MLPBackbone=ResNet10, Ways=5, Shots=52023.12 | 0.257 | 0.8936 | 0.7962 | 0.4461 | 0.5982 | |
| RN+ATABackbone=ResNet10, Ways=5, Shots=52023.12 | 0.2443 | 0.782 | 0.7102 | 0.4038 | 0.5351 | |
| RN+FWTBackbone=ResNet10, Ways=5, Shots=52023.12 | 0.2395 | 0.7578 | 0.6913 | 0.3868 | 0.5189 | |
| PN+FWTBackbone=ResNet10, Ways=5, Shots=52023.12 | 0.2377 | 0.8582 | 0.6734 | 0.3887 | 0.5395 | |
| TPN+ATABackbone=ResNet10, Ways=5, Shots=52023.12 | 0.236 | 0.8815 | 0.7947 | 0.4583 | 0.5926 | |
| PNBackbone=ResNet10, Ways=5, Shots=52023.12 | 0.2341 | 0.7517 | 0.6895 | 0.3704 | 0.5114 | |
| RNBackbone=ResNet10, Ways=5, Shots=52023.12 | 0.2296 | 0.6899 | 0.6131 | 0.3941 | 0.4817 | |
| MatchingNetBackbone=ResNet10, Ways=5, Shots=52023.12 | 0.224 | 0.6639 | 0.6445 | 0.3674 | 0.475 |