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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Question Answering | LoCoMo | 45 | Apr 21, 2026 | ||
| Question Answering | DROP | 45 | May 21, 2026 | ||
| Multi-Document Question Answering | LongBench | 45 | May 19, 2026 | ||
| Video Question Answering | VideoMME 16 (test) | 45 | Feb 26, 2026 | ||
| Video Question Answering | LongVideoBench (LVB) 58 (test) | 45 | Feb 26, 2026 | ||
| Video Question Answering |
|---|
| MLVU 78 (test) |
| 45 |
| Feb 26, 2026 |
| Grounded Video Question Answering | NExT-GQA (test) | 45 | Jul 7, 2026 |
|---|
| Visual Question Answering | V* | 45 | Apr 15, 2026 |
|---|
| Long-context Question Answering | LoCoMo | 45 | May 12, 2026 |
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| Question Answering | SQuAD (test) | 45 | Feb 26, 2026 |
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| Medical Knowledge Question Answering | Medical Domain (MedQA, MMLU, MedMCQA) (test) | 45 | Feb 26, 2026 |
|---|
| Video Question Answering | VideoMME | 45 | Apr 21, 2026 |
|---|
| Video Question Answering | MVBench (test) | 45 | Apr 14, 2026 |
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| Visual Question Answering | ScienceQA Image (test) | 45 | Feb 26, 2026 |
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| Question Answering | PubMedQA PQA-L (test) | 45 | May 7, 2026 |
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| Question Answering | HotpotQA distractor (dev) | 45 | Feb 26, 2026 |
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| Visual Question Answering | InfoSeek (val) | 45 | May 20, 2026 |
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| Medical Visual Question Answering | VQA-RAD closed-end | 45 | Feb 26, 2026 |
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| Multi-hop Question Answering | MuSiQue | 44 | Jun 2, 2026 |
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| Multi-hop Question Answering | 2WikiMultiHopQA | 44 | Jun 2, 2026 |
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| Question Answering | ConflictBank | 44 | May 20, 2026 |
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| Question Answering | ConflictQA | 44 | May 20, 2026 |
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| Multi-Hop Question Answering | Bamboogle | 44 | May 14, 2026 |
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| Multi-Hop Question Answering | 2Wiki | 44 | May 14, 2026 |
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| Question Answering | CoQA | 44 | Apr 29, 2026 |
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