FEVEROUS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Fact-checking | FEVEROUS (test) | Macro F174.72 | 20 | |
| Fact-checking | FEVEROUS | F1 Macro89.4 | 14 | |
| Fact-checking | FEVEROUS-S | Macro F172.55 | 12 | |
| Claim Verification | FEVEROUS | Accuracy0.9567 | 12 | |
| Evidence Retrieval | FEVEROUS 2021 (test) | Recall@2087.02 | 10 | |
| Generation | FEVEROUS n=250 | 3-Class Accuracy58.4 | 8 | |
| Retrieval | FEVEROUS n=250 | Success@538.8 | 8 | |
| Table Fact Verification | FEVEROUS (dev) | Accuracy82.4 | 8 | |
| Multi-hop Open-domain Question Answering | Feverous | Accuracy0.88 | 6 | |
| Hint-sensitivity forecasting | FEVEROUS 610 trajectories (held-out) | Spearman Correlation0.8 | 4 | |
| Claim Verification | FEVEROUS (test) | Accuracy83.8 | 4 |
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