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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 |
|---|---|---|---|---|---|
| Multi-hop Question Answering | HotpotQA (dev) | 72 | Jun 30, 2026 | ||
| Question Answering | Natural Questions (test) | 72 | Jun 12, 2026 | ||
| Question Answering | Natural Question (NQ) (dev) | 72 | Feb 26, 2026 | ||
| Visual Question Answering | M3CoT | 71 | May 26, 2026 | ||
| Question Answering | TriviaQA | 71 | May 11, 2026 | ||
| Question Answering |
| Musique |
| 71 |
| Jun 1, 2026 |
| Commonsense Question Answering | CSQA | 71 | May 15, 2026 |
|---|
| Text-based Visual Question Answering | TextVQA VQAT | 71 | Jun 23, 2026 |
|---|
| Table Question Answering | NQTables (test) | 71 | Apr 23, 2026 |
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| Multi-hop Question Answering | 2WikiQA (test) | 71 | May 12, 2026 |
|---|
| Video Question Answering | Video-MME Long | 71 | Jul 7, 2026 |
|---|
| Visual Question Answering | VQA v2 | 71 | Mar 4, 2026 |
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| Multiple Choice Question Answering | ARC Challenge (test) | 71 | Jun 12, 2026 |
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| Selective Question Answering | TriviaQA (test) | 70 | Jul 7, 2026 |
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| Text-based Visual Question Answering | TextVQA | 70 | Jun 24, 2026 |
|---|
| Question Answering | SQuAD | 70 | Apr 10, 2026 |
|---|
| Question Answering | NQ | 70 | Apr 10, 2026 |
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| Science Question Answering | ScienceQA Image | 70 | May 14, 2026 |
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| Question Answering | NQ | 70 | Mar 4, 2026 |
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| Medical Question Answering | MedExpQA | 70 | Mar 5, 2026 |
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| Question Answering | NQ (Natural Questions) | 70 | Apr 10, 2026 |
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| Question Answering | SQuAD v1.1 (val) | 70 | Feb 26, 2026 |
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| Question Answering | ARC-c | 69 | Jun 26, 2026 |
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| Question Answering | NQ | 69 | Jun 11, 2026 |
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| Science Question Answering | GPQA | 69 | Apr 21, 2026 |
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