Bird Classification on CUB-200-C
52Accuracy (Gauss Noise)ProtoTTA
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ProtoTTABackbone=ProtoViT (LN)2026.04 | 52 | 52.3 | 53.6 | 65 | 55.7 | 46.7 | 43.3 | 45 | 73.9 | 70.1 | 53.1 | 65.7 | 56.1 | 75 | 68.3 | 72.3 | 67.9 | 60.1 | |
| EATABackbone=ProtoViT (LN)2026.04 | 50.1 | 51.4 | 51.7 | 61.4 | 53.7 | 45.1 | 41.5 | 43.3 | 73.4 | 69.4 | 52.7 | 65.2 | 55.3 | 74.8 | 68 | 70.8 | 67.2 | 58.9 | |
| TentBackbone=ProtoViT (LN)2026.04 | 45.8 | 41.2 | 40.2 | 45.5 | 43.2 | 41.5 | 39.2 | 40.4 | 72.2 | 63 | 49.9 | 61.7 | 52.9 | 73.8 | 67 | 70.3 | 66 | 54 | |
| SARBackbone=ProtoViT (LN)2026.04 | 40 | 38.4 | 41.3 | 49.3 | 42.2 | 43 | 38.5 | 40.7 | 70.1 | 62.7 | 45.2 | 59.3 | 47 | 71.4 | 67.7 | 68.3 | 63.6 | 52.5 | |
| UnadaptedBackbone=ProtoViT (LN)2026.04 | 37.3 | 36.5 | 39.6 | 48.8 | 40.5 | 42.8 | 39 | 40.9 | 69.2 | 61.6 | 43.4 | 58.1 | 49.6 | 71 | 67.7 | 68.1 | 64.1 | 51.9 | |
| MemoBackbone=ProtoViT (LN)2026.04 | 37.2 | 36.5 | 38.6 | 48.3 | 40.2 | 43.3 | 39.2 | 41.2 | 69.8 | 62.9 | 43.5 | 58.7 | 53.3 | 71.7 | 68.2 | 69.8 | 65.8 | 52.5 |