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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 |
|---|---|---|---|---|---|
| Visual Question Answering | ESB | 32 | Jun 26, 2026 | ||
| Tabular Question Answering | HiTab (val) | 32 | Jun 23, 2026 | ||
| Factuality Question Answering | SampleQA | 32 | Jun 23, 2026 | ||
| Multimodal Question Answering | WebQA Average | 32 | Jun 11, 2026 | ||
| Visual Question Answering | RealWorldQA xAI 2024 (test) |
| 32 |
| Jun 9, 2026 |
| Visual Question Answering | MMMB (test) | 32 | Jun 9, 2026 |
|---|
| Video Question Answering | VideoMME | 32 | Jul 7, 2026 |
|---|
| Multimodal Dental Question Answering | MMOral-Uni | 32 | May 28, 2026 |
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| Question Answering | SQuAD | 32 | May 28, 2026 |
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| Question Answering | NQ | 32 | May 11, 2026 |
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| Question Answering | HotpotQA (test) | 32 | May 1, 2026 |
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| Visual Question Answering | ChartQA | 32 | Jun 19, 2026 |
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| Question Answering | Sciq | 32 | Apr 20, 2026 |
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| Knowledge Base Question Answering | CWQ (ComplexWebQuestions) | 32 | Apr 15, 2026 |
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| Question Answering | Natural Questions (NQ) | 32 | May 27, 2026 |
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| Multi-hop Question Answering | HotpotQA | 32 | Apr 10, 2026 |
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| Visual Question Answering | SEED-Bench | 32 | Jun 12, 2026 |
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| Question Answering | MedXpertQA standard (test) | 32 | Apr 2, 2026 |
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| Question Answering | MMLU-Pro standard (test) | 32 | Apr 2, 2026 |
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| Question Answering | MedQA standard (test) | 32 | Apr 2, 2026 |
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| Question Answering | 2WikiMultihopQA LongBench | 32 | May 29, 2026 |
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| Science Question Answering | Sci-QA | 32 | Mar 30, 2026 |
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| Multiple Choice Question Answering | UNED-Access Spanish 2024 (test) | 32 | Mar 30, 2026 |
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| Multiple Choice Question Answering | UNED-Access English 2024 (test) | 32 | Mar 30, 2026 |
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| Multiple Choice Question Answering | MMLU Spanish (test) | 32 | Mar 30, 2026 |
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