| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-hop Question Answering | 2WikiMultiHopQA | EM82.1 | 559 | |
| Multi-hop Question Answering | 2WikiMultiHopQA (test) | EM73.9 | 247 | |
| Question Answering | 2WikiMultihopQA (test) | F178.9 | 113 | |
| Question Answering | 2WikiMultihopQA | EM47.7 | 107 | |
| Multi-hop Question Answering | 2WikiMultiHopQA Out-Of-Distribution (OOD) | Accuracy74.2 | 72 | |
| Document Retrieval | 2WikiMultiHopQA (test) | Per-query Final Recall88 | 63 | |
| Open-domain Question Answering | 2WikiMultiHopQA in-domain | F1 Score62.6 | 57 | |
| Long-context Question Answering | 2WikiMultiHopQA (Out-Of-Distribution) | Accuracy63.9 | 54 | |
| Question Answering | 2WikiMultiHopQA | Exact Match43 | 50 | |
| Knowledge Retrieval | 2WikiMultihopQA | F1 Score56.46 | 45 | |
| Multi-hop Question Answering | 2WikiMultiHopQA | String Accuracy70.3 | 44 | |
| Multi-hop Question Answering | 2WikiMultiHopQA (val) | Exact Match (EM)69.3 | 44 | |
| Knowledge-Intensive Reasoning | 2WikiMultiHopQA | Accuracy81.5 | 38 | |
| Question Answering | 2WikiMultihopQA | EM60 | 36 | |
| Multihop Question Answering | 2WikiMultihopQA | EM60 | 36 | |
| Multi-hop Question Answering | 2WikiMultiHopQA (dev) | Exact Match Accuracy88.658 | 36 | |
| Multi-hop QA Retrieval | 2WikiMultihopQA (test) | R@597.2 | 33 | |
| Question Answering | 2WikiMultihopQA | Guard Rate100 | 32 | |
| Question Answering | 2WikiMultihopQA LongBench | F1 Score59.73 | 32 | |
| Multi-hop Question Answering | 2WikiMultiHopQA | Token F1 Score65.9 | 30 | |
| Multi-hop Question Answering | 2WikiMultihopQA | Exact Match (EM)0.6 | 28 | |
| Retrieval-Augmented Generation | 2WikiMultiHopQA | F1 Score65.04 | 28 | |
| Multi-hop Question Answering | 2WikiMultiHopQA | EM48.3 | 28 | |
| Reasoning | 2WikiMultiHopQA (OOD) | Degeneration Count0 | 27 | |
| Question Answering | 2WikiMultiHopQA (OOD) | Exact Match (EM)2.21 | 27 |