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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 | NaturalQuestions | 42 | Apr 23, 2026 | ||
| Question Answering | 7 QA tasks | 42 | Feb 26, 2026 | ||
| Question Answering | HotpotQA | 42 | Mar 18, 2026 | ||
| Citation-augmented Question Answering | bar-GT, PK 1.0 (test) | 42 | Feb 27, 2026 | ||
| Video Question Answering | LongVideoBench (test) | 42 | Apr 23, 2026 | ||
| PathMMU Tiny 1.0 (test) |
| 42 |
| Mar 23, 2026 |
| Video Question Answering | VCG Bench | 42 | Feb 26, 2026 |
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| Visual Question Answering | ScienceQA (SQAI) | 42 | Jul 7, 2026 |
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| Multiple Choice Question Answering | BIG-bench HHH Eval | 42 | Jun 2, 2026 |
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| Visual Question Answering | AI2D | 42 | Mar 24, 2026 |
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| Visual Question Answering | ST-VQA | 42 | Apr 21, 2026 |
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| Question Answering | TruthfulQA | 42 | Feb 26, 2026 |
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| Video Question Answering | MSR-VTT | 42 | Feb 27, 2026 |
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| Web Navigation Question Answering | WebWalkerQA | 41 | Jun 11, 2026 |
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| Knowledge-based Visual Question Answering | OK-VQA | 41 | Jul 2, 2026 |
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| Question Answering | HotpotQA | 41 | Apr 27, 2026 |
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| Visual Question Answering on Text | TextVQA | 41 | May 14, 2026 |
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| Question Answering | TriviaQA | 41 | May 11, 2026 |
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| Multi-choice Question Answering | LongBench v2 | 41 | Mar 4, 2026 |
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| Question Answering | MathQA (test) | 41 | Mar 12, 2026 |
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| Audio-Visual Question Answering | MUSIC-AVQA-R (test) | 41 | Jul 7, 2026 |
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| Boolean Question Answering | BoolQ (test) | 41 | Jun 4, 2026 |
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| Medical Visual Question Answering | PMC-VQA | 40 | Jul 1, 2026 |
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| Question Answering | PubMedQA | 40 | Jun 25, 2026 |
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| Multiple-choice Question Answering | MMLU-Pro Phys. | 40 | May 28, 2026 |
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