Classification on Weather (OOD)
0.0053LCEVQ
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VQBackbone=FT-Transformer (FTT)2026.05 | 0.0053 | 0.1782 | 0.001 | 0.003 | 60.3 | 0.943 | |
| LNClassifier=FT-Transformer (FTT)2026.05 | 0.0089 | 0.2029 | 0.0027 | 0.0059 | 47.8 | 1.162 | |
| KCBackbone=FT-Transformer (FTT)2026.05 | 0.0101 | 0.0998 | 0.0028 | 0.0091 | 60.6 | 0.941 | |
| LNBackbone=FT-Transformer (FTT)2026.05 | 0.0107 | 0.1021 | 0.0028 | 0.01 | 60.5 | 0.945 | |
| KCClassifier=FT-Transformer (FTT)2026.05 | 0.0108 | 0.2829 | 0.0028 | 0.0075 | 47.7 | 1.159 | |
| VQClassifier=FT-Transformer (FTT)2026.05 | 0.0144 | 0.3388 | 0.0038 | 0.0122 | 47.4 | 1.175 | |
| DCBackbone=FT-Transformer (FTT)2026.05 | 0.0221 | 0.4509 | 0.0007 | 0.0022 | 60.7 | 0.933 | |
| SMBackbone=FT-Transformer (FTT)2026.05 | 0.0221 | 0.4495 | 0.0005 | 0.0015 | 60.7 | 0.933 | |
| IRBackbone=FT-Transformer (FTT)2026.05 | 0.0223 | 0.4505 | 0.0006 | 0.002 | 60.6 | 0.936 | |
| NCBackbone=FT-Transformer (FTT)2026.05 | 0.0226 | 0.4528 | 0.0019 | 0.0047 | 60.7 | 0.936 | |
| PCBackbone=FT-Transformer (FTT)2026.05 | 0.0227 | 0.4471 | 0.0013 | 0.0029 | 60.6 | 0.935 | |
| TSBackbone=FT-Transformer (FTT)2026.05 | 0.0234 | 0.4429 | 0.0019 | 0.0045 | 60.7 | 0.936 | |
| PSBackbone=FT-Transformer (FTT)2026.05 | 0.0242 | 0.4379 | 0.0009 | 0.0068 | 60.7 | 0.948 | |
| SMClassifier=FT-Transformer (FTT)2026.05 | 0.0252 | 0.4886 | 0.0034 | 0.0094 | 48.1 | 1.164 | |
| TSClassifier=FT-Transformer (FTT)2026.05 | 0.0258 | 0.4858 | 0.0044 | 0.0087 | 47.9 | 1.163 | |
| DCClassifier=FT-Transformer (FTT)2026.05 | 0.0261 | 0.4891 | 0.0038 | 0.0108 | 48 | 1.167 | |
| IRClassifier=FT-Transformer (FTT)2026.05 | 0.0263 | 0.4898 | 0.0038 | 0.0105 | 47.9 | 1.168 | |
| PCClassifier=FT-Transformer (FTT)2026.05 | 0.0266 | 0.4879 | 0.004 | 0.0111 | 47.8 | 1.169 | |
| PSClassifier=FT-Transformer (FTT)2026.05 | 0.0283 | 0.4742 | 0.0047 | 0.0142 | 48 | 1.175 | |
| NCClassifier=FT-Transformer (FTT)2026.05 | 0.0285 | 0.4898 | 0.005 | 0.0135 | 47.8 | 1.174 |