| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Factuality Verification | Climate-Fever | Correctness Score78.91 | 10 | |
| Semantic Differentiation | Climate-Fever | Wasserstein Distribution Distance1.17 | 9 | |
| Information Retrieval | Climate-FEVER (test) | NDCG@1023.7 | 9 | |
| Fact Verification | CLIMATE-FEVER | Macro Precision61 | 8 | |
| Scientific Fact-Checking | CLIMATE-FEVER 2-way Supported Refuted subsets | Balanced Accuracy73.83 | 7 | |
| Knowledge Poisoning Attack | Climate-FEVER k=10 (test) | ASR24 | 5 |