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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 | Multi-Hop QA | 35 | Jun 30, 2026 | ||
| Conversational Question Answering | CoQA | 35 | Jun 9, 2026 | ||
| Question Answering | StrategyQA | 35 | Feb 26, 2026 | ||
| Temporal Knowledge Graph Question Answering | MultiTQ | 35 | Feb 26, 2026 | ||
| Question Answering | MLQA (test) | 35 | Feb 26, 2026 | ||
| Video Question Answering |
| TVQA (test) |
| 35 |
| Mar 25, 2026 |
| Medical Visual Question Answering | PathVQA closed-end | 35 | Feb 26, 2026 |
|---|
| Question Answering | LLAMA 1 | 34 | Jun 24, 2026 |
|---|
| Question Answering | SimpleQA | 34 | Jun 24, 2026 |
|---|
| Visual Question Answering | OKVQA | 34 | Jul 7, 2026 |
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| Geometric Question Answering | GEOQA (test) | 34 | Jun 15, 2026 |
|---|
| Visual Question Answering | MMStar (test) | 34 | Jun 9, 2026 |
|---|
| Multi-hop Question Answering | HotpotQA fullwiki (val) | 34 | Jul 8, 2026 |
|---|
| Knowledge Graph Question Answering | WebQSP | 34 | May 11, 2026 |
|---|
| Visual Question Answering | E-VQA | 34 | Jul 9, 2026 |
|---|
| Visual Question Answering | OKVQA | 34 | Jun 11, 2026 |
|---|
| Multiple Choice Question Answering | PubMedQA (test) | 34 | Jun 2, 2026 |
|---|
| Video Question Answering | MLVU (dev) | 34 | May 26, 2026 |
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| 3D Question Answering | SQA3D | 34 | Jun 2, 2026 |
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| Medical Visual Question Answering | Federated Medical VQA Mixed-Modality Task 3 VQA-Med 2019-2021 SLAKE VQA-RAD (test) | 34 | Mar 24, 2026 |
|---|
| Question Answering | MMLU Med | 34 | Apr 29, 2026 |
|---|
| Mathematical Visual Question Answering | MathVision | 34 | Apr 10, 2026 |
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| Visual Question Answering | VQA v2 | 34 | Mar 10, 2026 |
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| Question Answering | GPQA | 34 | Mar 10, 2026 |
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| Knowledge Base Question Answering | GrailQA (dev) | 34 | May 29, 2026 |
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