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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 |
|---|---|---|---|---|---|
| Boolean Question Answering | BoolQ | 36 | Feb 27, 2026 | ||
| Biomedical Multi-hop Question Answering | CondMedQA | 36 | Feb 26, 2026 | ||
| Question Answering | MOCHA (test) | 36 | Feb 26, 2026 | ||
| Question Answering | PiQA | 36 | Mar 4, 2026 | ||
| Question Answering | GSM8K | 36 | Apr 10, 2026 | ||
| Question Answering | MathQA |
| 36 |
| Apr 27, 2026 |
| Multimodal Question Answering | MMQA | 36 | Feb 26, 2026 |
|---|
| Visual Question Answering | FloodNet | 36 | Feb 26, 2026 |
|---|
| Visual Question Answering | GQA | 36 | Feb 26, 2026 |
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| Visual Question Answering | VQA v2 | 36 | Feb 26, 2026 |
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| Question Answering | HotpotQA | 36 | Feb 26, 2026 |
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| Question Answering | NarrativeQA | 36 | Feb 26, 2026 |
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| Multimodal Science Question Answering | ScienceQA | 36 | Feb 26, 2026 |
|---|
| Medical Visual Question Answering | PMC-VQA (test) | 36 | Mar 25, 2026 |
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| Question Answering | SQuAD | 36 | Feb 26, 2026 |
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| Question Answering | SciQ (test) | 36 | Jul 3, 2026 |
|---|
| Open-domain Question Answering | WebQuestions (test) | 36 | Feb 26, 2026 |
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| Question Answering | Natural Questions | 36 | May 11, 2026 |
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| Visual Question Answering | VQAv2 | 36 | Feb 26, 2026 |
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| Multi-hop Question Answering | 2WikiMultiHopQA (dev) | 36 | Jun 30, 2026 |
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| Question Answering | QASC | 36 | Feb 26, 2026 |
|---|
| Knowledge Base Question Answering | WebQSP → GrailQA-Tech (test) | 36 | Feb 26, 2026 |
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| Question Answering | MuSiQue | 36 | Feb 26, 2026 |
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| Question-Answering | UNQOVER | 36 | Feb 26, 2026 |
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| Question-Answering | BBQ | 36 | Feb 26, 2026 |
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