| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ChaosNLI combined SNLI+MNLI K=3 | IR-Soft | ECE2.15 | 26 | 2mo ago | |
| CIFAR-10H K=10 (test) | ECE0.7 | 26 | 2mo ago | ||
| HalLoc-VQA | HalLocalizer (VisualBERT) | Object ECE4.28 | 12 | 3mo ago | |
| HalLoc-Instruct | HalLocalizer (InternVL + VisualBERT) | Object ECE0.11 | 12 | 3mo ago | |
| HalLoc-Caption (test) | HalLocalizer (InternVL + VisualBERT) | Object ECE0.04 | 12 | 3mo ago | |
| ImageNet 16H Noise Level 125 | P+L | ECE719 | 7 | 3mo ago | |
| ImageNet-16H Noise Level 110 | P+L | ECE3.92 | 7 | 3mo ago | |
| ImageNet 16H Noise Level 95 | P+L | ECE3.23 | 7 | 3mo ago | |
| Obesity dataset (Xh) | MCLLO p-value0.014 | 4 | 3mo ago | ||
| Obesity dataset (Xt) | ECE (sqrt(n) bins)0.16 | 1 | 3mo ago |
