| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| LongRA | HETA | Soft-NC Score10.8 | 40 | 1mo ago | |
| ImageNet-1K ILSVRC2012 (val) | Deletion Score68.12 | 40 | 2mo ago | ||
| Oxford-IIIT Pet | LAC | Insertion AUC81.7 | 34 | 14d ago | |
| ImageNet | Rollout | Deletion Score51.77 | 30 | 1mo ago | |
| CUB | CAFO | Faithfulness Correlation0.144 | 24 | 1mo ago | |
| ImageNet (val) | Integrated Gradients | Deletion5.21 | 22 | 14d ago | |
| AGNews | Tulu-2 13B | Faithfulness Score41.7 | 18 | 3mo ago | |
| Sent140 | Tulu-2 13B | Faithfulness Score0.595 | 18 | 3mo ago | |
| CUB-200 | USU-IWMR | Infidelity1.41 | 15 | 2mo ago | |
| CIFAR-10 | Infidelity1.02 | 15 | 2mo ago | ||
| ImageNet | USU | Infidelity1.14 | 15 | 2mo ago | |
| ImageNet CLIP ViT-L (val) | EAC | Deletion Score0.3792 | 12 | 14d ago | |
| CUB-200-2011 (val) | HSIC-Attribution | Deletion Score0.0613 | 12 | 3mo ago | |
| VGGFace2 (val) | HSIC-Attribution | Deletion Score0.1304 | 12 | 3mo ago | |
| Celeb-A (val) | HSIC-Attribution | Deletion Score10.54 | 12 | 3mo ago | |
| ImageNet ImageBind Huge (val) | EAC | Deletion Score0.3888 | 11 | 14d ago | |
| ImageNet LanguageBind Large (val) | Saliency | Deletion Score0.2237 | 10 | 14d ago | |
| nuScenes 1,000 samples (val) | EAGLE | Insertion87.6 | 9 | 26d ago | |
| SNLI | Tulu-2 7B | Faithfulness Score0.457 | 6 | 3mo ago | |
| CUB-200 | LAC | Insertion AUC76.2 | 4 | 1mo ago | |
| COCO 2-class | BiCAM | LIF0.9407 | 4 | 3mo ago | |
| VOC 2-class | BiCAM | LIF0.9313 | 4 | 3mo ago | |
| ImageNet ImageNette 10-class | BiCAM | LIF0.5478 | 4 | 3mo ago |
