| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| 9-dataset aggregate retrieval-free setting (test) | GPT-4.1 | ROC-AUC84 | 70 | 4mo ago | |
| Med Claim | Accuracy85 | 56 | 2mo ago | ||
| PerplexityAI (test) | DYDECOMP | Verification Confidence82.3 | 52 | 4mo ago | |
| Strategy Claim | Accuracy77 | 49 | 2mo ago | ||
| Truthful Claim | ArgLLM | Accuracy81 | 49 | 2mo ago | |
| ChartCheck | MEVER | Macro F10.643 | 38 | 4mo ago | |
| AIChartClaim | MEVER | Macro F171.6 | 38 | 4mo ago | |
| MR2 | MEVER | Macro F177.7 | 32 | 4mo ago | |
| Mocheg | MEVER | Macro F149.7 | 32 | 4mo ago | |
| HoVer (test) | TOME-2 | Accuracy73.1 | 31 | 3mo ago | |
| SciTab-OD | Macro F177 | 28 | 3mo ago | ||
| AVeriTeC Retrieved (I) (dev) | DebateCV | Accuracy73.6 | 28 | 3mo ago | |
| AVeriTeC Retrieved (H) (dev) | DebateCV | Accuracy72.8 | 28 | 3mo ago | |
| AVeriTeC Golden (dev) | DebateCV | Accuracy83.4 | 28 | 3mo ago | |
| Climate-FEVER MVR-50 | Commit Rate100 | 20 | 1mo ago | ||
| FactKG (test) | SimGRAG | Average Accuracy86.8 | 20 | 4mo ago | |
| PrimeFacts Five Class | Llama-3.3-70B | Macro F1 Score42 | 19 | 2mo ago | |
| PrimeFacts Two Class | Llama-3.3-70B | Macro F181 | 19 | 2mo ago | |
| DIALFACT (val) | Aug-WoW | Accuracy70.4 | 18 | 4mo ago | |
| DIALFACT (test) | Aug-WoW | Accuracy69.2 | 18 | 4mo ago | |
| WiCE | Latent Memory | Exact Match60.3 | 16 | 1mo ago | |
| SemTab | MACE | Micro F190 | 14 | 3mo ago | |
| AmbiguousSnopes | CO-FACTCHECKER | Precision39 | 14 | 3mo ago | |
| ExClaim | CO-FACTCHECKER | Precision (P)34 | 14 | 3mo ago | |
| Claim verification dataset | GEMINI + DACLR | Precision74.92 | 12 | 1mo ago |
