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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 | GPQA | 33 | Mar 31, 2026 | ||
| Document Visual Question Answering | MP-DocVQA | 33 | Mar 4, 2026 | ||
| Visual Question Answering | MM-Vet | 33 | Mar 9, 2026 | ||
| Tabular Question Answering | ReasonTabQA 1.0 (Overall) | 33 | Feb 26, 2026 | ||
| Long-context Question Answering | LongBench V2 |
| 33 |
| May 8, 2026 |
| Single-hop Question Answering | Natural Questions (NQ) (test) | 33 | Mar 5, 2026 |
|---|
| Question Answering | HotPotQA | 33 | Mar 13, 2026 |
|---|
| General Question Answering | TriviaQA out-of-domain (val test) | 33 | Jun 4, 2026 |
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| Open-book Question Answering | OpenBookQA 1.0 (test) | 33 | Feb 26, 2026 |
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| Multiple-choice Question Answering | Bangla MMLU 1.0 (test) | 33 | Feb 26, 2026 |
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| Knowledge Base Question Answering | GrailQA v1.0 (test) | 33 | Feb 26, 2026 |
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| Numerical Question Answering | FinQA (test) | 33 | Feb 27, 2026 |
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| Open-Domain Question Answering | NQ (Natural Questions) | 33 | Feb 26, 2026 |
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| Video Question Answering | NExT-QA ATPhard | 33 | Mar 6, 2026 |
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| Sequential Question Answering | SQA (test) | 33 | Feb 26, 2026 |
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| Visual Question Answering | VQA-CP v1 (test) | 33 | Mar 24, 2026 |
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| Open-domain question answering | Quasar-T (test) | 33 | Feb 26, 2026 |
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| Image Question Answering | DAQUAR REDUCED (test) | 33 | Feb 26, 2026 |
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| Question Answering | BBH | 33 | May 22, 2026 |
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| Question Answering | RULER HQA | 32 | Jul 3, 2026 |
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| Question Answering | 2WikiMultihopQA | 32 | Jul 2, 2026 |
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| Question Answering | MuSiQue | 32 | Jul 2, 2026 |
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| Question Answering | HotpotQA | 32 | Jul 2, 2026 |
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| Question Answering | CORTEXBENCH Comparison | 32 | Jun 30, 2026 |
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| Question Answering | CORTEXBENCH Bridge | 32 | Jun 30, 2026 |
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