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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 |
|---|---|---|---|---|---|
| Text-to-Speech | Seed EN | 41 | Jun 25, 2026 | ||
| Multimodal Math Reasoning | MMK12 | 41 | Jun 4, 2026 | ||
| Action Recognition | Something-Something V2 | 41 | Mar 31, 2026 | ||
| Question Answering | HotpotQA | 41 | Apr 27, 2026 | ||
| Robot Manipulation | SimplerEnv WidowX (test) | 41 | Jun 23, 2026 | ||
| AI-generated text detection | M4 |
| 41 |
| Jun 11, 2026 |
| Multi-Objective Reinforcement Learning | Xi’an transport planning environment | 41 | Mar 27, 2026 |
|---|
| Medical Image Classification | BTMRI | 41 | May 27, 2026 |
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| Open-vocabulary semantic segmentation | Pascal VOC 21 | 41 | May 26, 2026 |
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| Text Generation | OWT | 41 | Apr 14, 2026 |
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| Novel View Synthesis | Deep Blending | 41 | May 20, 2026 |
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| Image Classification | Oxfordpets | 41 | Apr 23, 2026 |
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| Classification | CT | 41 | Apr 24, 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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| Backward Tracing | OVO-Bench | 41 | May 11, 2026 |
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| Real-Time Visual Perception | OVO-Bench | 41 | May 11, 2026 |
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| Salient Object Detection | EORSSD | 41 | Jun 9, 2026 |
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| Image Classification | EMNIST Dir(0.1) (test) | 41 | Apr 21, 2026 |
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| Web-based Agent Interaction | WebShop | 41 | Mar 13, 2026 |
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| Commonsense Reasoning | PIQA | 41 | Apr 20, 2026 |
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| Anomaly Localization | VisA | 41 | May 12, 2026 |
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| Speech Enhancement | DNS Challenge Real Recordings (test) | 41 | Jun 16, 2026 |
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| RAG Attack | HotpotQA | 41 | Apr 23, 2026 |
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| Long Video QA | Video-MME | 41 | Mar 5, 2026 |
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