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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 |
|---|---|---|---|---|---|
| Mathematical Reasoning | AMC 23 | 34 | Jun 12, 2026 | ||
| Audiovisual Video Captioning | UGC-VideoCap | 34 | Jun 9, 2026 | ||
| Retrieval | MLDR (test) | 34 | Feb 26, 2026 | ||
| Mathematical Reasoning | MATH500 | 34 | Feb 26, 2026 | ||
| Mathematical Reasoning | MATH500 | 34 |
| Feb 26, 2026 |
| Question Answering | MuSiQue | 34 | Mar 4, 2026 |
|---|
| Web Browsing | BrowseComp-zh | 34 | Jun 4, 2026 |
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| Automatic Speech Recognition | Fleurs zh | 34 | May 25, 2026 |
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| Process-outcome alignment | PRIME Average | 34 | Feb 26, 2026 |
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| Process-outcome alignment | PRIME Biology | 34 | Feb 26, 2026 |
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| Process-outcome alignment | PRIME Chemistry | 34 | Feb 26, 2026 |
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| Process-outcome alignment | PRIME Physics | 34 | Feb 26, 2026 |
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| Process-outcome alignment | PRIME Math | 34 | Feb 26, 2026 |
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| Theorem-based Reasoning | TheoremQA | 34 | Feb 26, 2026 |
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| General Reasoning | GPQA diamond | 34 | Mar 4, 2026 |
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| Scientific Reasoning | SuperGPQA | 34 | Apr 14, 2026 |
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| Broad Information Seeking | WideSearch | 34 | May 1, 2026 |
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| NER | Marathi NER (test) | 34 | Feb 26, 2026 |
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| Sentiment Classification | Marathi (test) | 34 | Feb 26, 2026 |
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| Visual Grounding | DIOR-RSVG | 34 | Apr 10, 2026 |
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| Goal-oriented Dialogue | Restaurant | 34 | Apr 15, 2026 |
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| Graph-level molecular classification | BACE | 34 | Jun 30, 2026 |
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| Abstractive Summarization | XLSum | 34 | Apr 6, 2026 |
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| 3D Talking Head Generation | DualTalk (test) | 34 | Apr 21, 2026 |
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| Multi-hop Question Answering | 2Wiki (test) | 34 | Jun 16, 2026 |
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