| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| TriviaQA | PCNET | AUROC0.98 | 625 | 1mo ago | |
| HotpotQA | PR | AUROC0.928 | 294 | 1mo ago | |
| TriviaQA (test) | MultiHaluDet | AUC-ROC98.3 | 255 | 1mo ago | |
| NQ | Max Pooling | AUC0.889 | 199 | 1mo ago | |
| TruthfulQA | ARS (CCS) | AUC (ROC)0.9417 | 182 | 1mo ago | |
| HaluEval (test) | MultiHaluDet | AUC-ROC98.55 | 176 | 1mo ago | |
| NQ-Open | HCPD | AUROC0.9304 | 141 | 1mo ago | |
| HaluEval | Stacking | AUROC1 | 135 | 1mo ago | |
| CoQA | HCPD | AUROC90.07 | 134 | 1mo ago | |
| GSM8K | ARS (CCS) | AUROC90.37 | 131 | 1mo ago | |
| SQuAD | ID | AUROC0.89 | 127 | 1mo ago | |
| TruthfulQA (test) | SDES | AUC-ROC89.5 | 112 | 2mo ago | |
| CoQA | SpikeScore | Mean AUROC0.8584 | 107 | 1mo ago | |
| CSQA | OSCAR | AUROC85.1 | 107 | 3mo ago | |
| BioASQ | AUROC81.13 | 104 | 1mo ago | ||
| RAGTruth (test) | TPA | AUROC0.9096 | 99 | 2mo ago | |
| PopQA | PR | AUC96.18 | 97 | 1mo ago | |
| TruthfulQA | CausalGaze | AUROC0.8851 | 91 | 1mo ago | |
| NQ (test) | CDES | AUC ROC95.2 | 91 | 2mo ago | |
| HELM Passage Level v1.0 (test) | MIND | AUC0.9599 | 84 | 4mo ago | |
| HELM Sentence Level v1.0 (test) | MIND | AUC0.8835 | 84 | 4mo ago | |
| SciQ | EigenWD M1 | AUROC64.8 | 80 | 1mo ago | |
| RAGTruth | SpikeScore | AUROC0.8535 | 79 | 1mo ago | |
| HaluBench | F: Ans. Expect. | AUROC97 | 75 | 2mo ago | |
| Math | SpikeScore | Mean AUROC81.57 | 72 | 4mo ago |
