| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Single-document retrieval | RepLiQA | F1 Score0.8555 | 44 | |
| Citation and Evidence Recall | RepliQA | Rk99.5 | 20 | |
| Question Answering | RepliQA 1,000 QA pairs (test) | Accuracy37 | 15 | |
| Question Answering | RepliQA | Accuracy31.9 | 14 | |
| Single-document retrieval | RepLiQA | Latency (s)0.0034 | 11 | |
| Long document retrieval | RepLiQA (full) | F1 Score84.22 | 11 | |
| Question Answering | RepliQA (test) | Elo Score1,170 | 7 | |
| Text Retrieval | RepLiQA | nDCG@1080.23 | 4 |