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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 |
|---|---|---|---|---|---|
| Video Question Answering | NExT-QA Main Dataset | 48 | Feb 26, 2026 | ||
| Visual Question Answering | VQA-RAD (test) | 48 | May 15, 2026 | ||
| Question Answering | SearchQA (test) | 48 | Feb 26, 2026 | ||
| Question Answering | NQ-Open | 48 | Jul 8, 2026 | ||
| Question Answering | Natural Questions (NQ) |
| 48 |
| Mar 12, 2026 |
| Question Answering | HotpotQA | 47 | Jun 2, 2026 |
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| Question Answering | HotpotQA | 47 | Jun 2, 2026 |
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| Science Question Answering | GPQA Diamond | 47 | Jun 5, 2026 |
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| Visual Question Answering for object probing | POPE Aggregated random, popular, and adversarial | 47 | May 20, 2026 |
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| Question Answering | TriQA | 47 | May 12, 2026 |
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| Question Answering | QA | 47 | May 4, 2026 |
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| Visual Question Answering | RealWorldQA (test) | 47 | May 19, 2026 |
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| Visual Question Answering | DocVQA (val) | 47 | Mar 30, 2026 |
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| Visual Question Answering | OK-VQA (val) | 47 | Feb 26, 2026 |
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| Video Question Answering | How2QA | 47 | Feb 26, 2026 |
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| Question Answering | MetaQA 3-hop | 47 | Mar 17, 2026 |
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| Factual question answering | TriviaQA | 46 | Jun 2, 2026 |
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| Science Question Answering | GPQA | 46 | Apr 7, 2026 |
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| Question Answering | Average of 5 datasets | 46 | Apr 10, 2026 |
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| Multiple Choice Question Answering | MC (test) | 46 | Mar 20, 2026 |
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| Question Answering | ARC-C | 46 | Mar 23, 2026 |
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| Multi-hop Question Answering | FRAMES | 46 | Jun 18, 2026 |
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| Multi-task Question Answering | MMLU | 46 | Jun 18, 2026 |
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| Visual Question Answering | SlideVQA | 46 | Apr 13, 2026 |
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| Question Answering | NQ-Open (val) | 46 | Apr 21, 2026 |
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