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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 | Video-MME without subtitles | 81 | Jun 12, 2026 | ||
| Visual Question Answering | InfoSeek (test) | 81 | Apr 8, 2026 | ||
| Question Answering | MuSiQue | 80 | May 27, 2026 | ||
| Question Answering | TriviaQA (test) |
| 80 |
| May 19, 2026 |
| Question Answering | TQA | 80 | Jun 1, 2026 |
|---|
| Video Question Answering | MLVU | 80 | Jul 3, 2026 |
|---|
| Visual Question Answering | SEED-Bench Image | 80 | Jun 9, 2026 |
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| Visual Question Answering | VQAv2 (test-dev) | 80 | Apr 6, 2026 |
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| Open-Domain Question Answering | TriviaQA (test) | 80 | Feb 26, 2026 |
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| Visual Question Answering | RWQA | 79 | Jun 26, 2026 |
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| Visual Question Answering | TextVQA | 79 | Feb 26, 2026 |
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| Multi-hop Question Answering | HotpotQA | 79 | Feb 26, 2026 |
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| Multiple Choice Question Answering | OBQA | 79 | Jun 1, 2026 |
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| Question Answering | MuSiQue | 79 | May 8, 2026 |
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| Open-Domain Question Answering | MS-MARCO | 78 | Jun 11, 2026 |
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| Question Answering | 5 QA tasks | 78 | Feb 26, 2026 |
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| Question Answering | SimpleQA Verified | 77 | Jun 23, 2026 |
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| Multimodal Document Question Answering | MMLongBench-Doc | 77 | Jun 8, 2026 |
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| Multi-hop Question Answering | Multi-hop RAG | 77 | Apr 14, 2026 |
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| Visual Question Answering | InfoSeek | 77 | May 19, 2026 |
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| Question Answering | Natural Questions (NQ) (test) | 77 | Jun 2, 2026 |
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| Visual Question Answering | OCR-VQA (test) | 77 | Feb 27, 2026 |
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| Temporal Knowledge Graph Question Answering | CRONQUESTIONS (test) | 77 | Feb 26, 2026 |
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| Context-Aware Question Answering | TriState-Bench Sagr | 76 | Jun 11, 2026 |
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| Context-Aware Question Answering | TriState-Bench Sres | 76 | Jun 11, 2026 |
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