Image Classification on CIFAR-10 (Calibration/ECE Evaluation)
0.29ECEQaTS
Evaluation results
| Method | Links | |
|---|---|---|
| QaTSBackbone=DN-1212026.06 | 0.29 | |
| QaTSBackbone=RN-502026.06 | 0.31 | |
| QaTSBackbone=RN-182026.06 | 0.32 | |
| IRBackbone=ViT-S2026.06 | 0.45 | |
| QaTSBackbone=ViT-B2026.06 | 0.49 | |
| FeatClipBackbone=RN-182026.06 | 0.5 | |
| GCBackbone=DN-1212026.06 | 0.5 | |
| QaTSBackbone=ViT-S2026.06 | 0.51 | |
| FeatClipBackbone=ViT-B2026.06 | 0.54 | |
| FeatClipBackbone=RN-502026.06 | 0.55 | |
| FeatClipBackbone=DN-1212026.06 | 0.58 | |
| IRBackbone=RN-182026.06 | 0.59 | |
| AdaTSBackbone=RN-182026.06 | 0.62 | |
| AdaTSBackbone=DN-1212026.06 | 0.62 | |
| FeatClipBackbone=ViT-S2026.06 | 0.62 | |
| IRBackbone=RN-502026.06 | 0.64 | |
| AdaTSBackbone=RN-502026.06 | 0.64 | |
| IRBackbone=ViT-B2026.06 | 0.65 | |
| IRBackbone=DN-1212026.06 | 0.67 | |
| AdaTSBackbone=ViT-S2026.06 | 0.67 | |
| GCBackbone=RN-182026.06 | 0.7 | |
| TSBackbone=RN-182026.06 | 0.77 | |
| GCBackbone=RN-502026.06 | 0.78 | |
| TSBackbone=ViT-S2026.06 | 1.01 | |
| GCBackbone=ViT-S2026.06 | 1.01 | |
| TSBackbone=DN-1212026.06 | 1.02 | |
| AdaTSBackbone=ViT-B2026.06 | 1.18 | |
| GCBackbone=ViT-B2026.06 | 1.19 | |
| TSBackbone=RN-502026.06 | 1.23 | |
| UncalBackbone=DN-1212026.06 | 1.44 | |
| TSBackbone=ViT-B2026.06 | 1.61 | |
| UncalBackbone=RN-502026.06 | 1.71 | |
| UncalBackbone=ViT-S2026.06 | 1.8 | |
| UncalBackbone=RN-182026.06 | 1.93 | |
| UncalBackbone=ViT-B2026.06 | 1.97 |