| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Pima | LLM-DAS | AUC ROC0.7818 | 86 | 21d ago | |
| BreastW | LLM-DAS | AUC-ROC0.9972 | 83 | 21d ago | |
| Wine | CausalTAD-135M | AUC-ROC1 | 72 | 21d ago | |
| Pendigits | AUC-ROC99.9 | 72 | 21d ago | ||
| Ionosphere | CTAD | AUC-ROC99.21 | 66 | 21d ago | |
| Optdigits | CTAD | AUC-ROC0.9997 | 55 | 21d ago | |
| Vertebral | LLM-DAS | AUC-ROC76.29 | 50 | 2mo ago | |
| Arrhythmia | CausalTAD-135M | AUC-ROC0.836 | 46 | 21d ago | |
| Cardio | AUC-ROC0.968 | 39 | 21d ago | ||
| Yeast | GOAD | AUC-ROC0.6 | 30 | 3mo ago | |
| Vowels | CTAD | AUC-ROC0.8942 | 30 | 3mo ago | |
| Thyroid | AUC-ROC0.991 | 30 | 21d ago | ||
| Satimage-2 | AUC-ROC1 | 30 | 21d ago | ||
| Satellite | CausalTAD-135M | AUC-ROC0.843 | 30 | 21d ago | |
| Musk | AUC ROC1 | 30 | 3mo ago | ||
| Mammography | AUC-ROC0.915 | 30 | 21d ago | ||
| Glass | TTAD | AUC-ROC0.8074 | 30 | 21d ago | |
| Annthyroid | AUC-ROC0.965 | 30 | 3mo ago | ||
| Seismic | CausalTAD | AUC-ROC0.791 | 30 | 3mo ago | |
| Lymphography | CausalTAD | AUC-ROC1 | 30 | 3mo ago | |
| KDDCUP99 Smtp | CausalTAD-135M | AUC-ROC0.959 | 23 | 3mo ago | |
| Shuttle | AUC-ROC1 | 23 | 3mo ago | ||
| 15 datasets aggregate | RTTAD | Average F159.53 | 16 | 21d ago | |
| thyroid | RTTAD | F1 Score66.67 | 16 | 21d ago | |
| satimage 2 | DIF | F1 Score95.77 | 16 | 21d ago |
