Image Classification on SICAP C v2
88.8Semantic Consistency (PAC)Unadapted
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UnadaptedBackbone=ProtoPNet (BN + 1×1 Convs)2026.04 | 88.8 | 51.3 | 20.8 | 0 | 99.9 | |
| ProtoTTABackbone=ProtoPNet (BN + 1×1 Convs)2026.04 | 87.7 | 60.4 | 27.9 | 1.2 | 75.3 | |
| ProtoTTA+Backbone=ProtoPNet (BN + 1×1 Convs)2026.04 | 87.4 | 59.8 | 27.2 | 76.3 | 45.1 | |
| EATABackbone=ProtoPNet (BN + 1×1 Convs)2026.04 | 86.2 | 61.9 | 26.6 | 3 | 89.5 | |
| MemoBackbone=ProtoPNet (BN + 1×1 Convs)2026.04 | 86.1 | 60.7 | 31.1 | 100 | 45.4 | |
| SARBackbone=ProtoPNet (BN + 1×1 Convs)2026.04 | 85.9 | 62 | 28.3 | 100 | 22.6 | |
| TentBackbone=ProtoPNet (BN + 1×1 Convs)2026.04 | 84.5 | 60.9 | 22.7 | 100 | 45.3 |