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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 |
|---|---|---|---|---|---|
| Tree Classification | Wigierski National Park (test) | 90 | Apr 20, 2026 | ||
| Image Compression | DIV2K 512 | 90 | Apr 15, 2026 | ||
| Multi-modal Reasoning | M3CoT | 90 | May 26, 2026 | ||
| Mathematical reasoning | AIME 2024 | 90 | Jun 9, 2026 | ||
| Long-context Language Understanding | LongBench | 90 | Jul 1, 2026 | ||
| Spectral Unmixing |
|---|
| BioSR Microtubule/CCP, mTurquoise, 32-band v1 (test) |
| 90 |
| Mar 26, 2026 |
| Image Generation | LSUN-Bedroom 256 latent space | 90 | Mar 24, 2026 |
|---|
| Question Answering | WQ (test) | 90 | Mar 23, 2026 |
|---|
| Question Answering | TQA (test) | 90 | Mar 23, 2026 |
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| Question Answering | NQ (test) | 90 | Mar 23, 2026 |
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| Question Answering | WQ | 90 | Mar 23, 2026 |
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| Question Answering | TQA | 90 | Mar 23, 2026 |
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| Question Answering | NQ | 90 | Mar 23, 2026 |
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| Question Answering | WQ | 90 | Mar 23, 2026 |
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| Question Answering | TQA | 90 | Mar 23, 2026 |
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| Question Answering | NQ | 90 | Mar 23, 2026 |
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| Runtime Speed | Qwen3 Query Projection Module | 90 | Mar 23, 2026 |
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| Video Understanding | Video-MME | 90 | Jul 3, 2026 |
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| Semantic Segmentation | ADE20K | 90 | Jun 15, 2026 |
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| Zero-shot Classification | 16 datasets average | 90 | Mar 16, 2026 |
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| Image Classification | Fashion-MNIST (test) | 90 | Jun 29, 2026 |
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| Image Classification | EuroSAT | 90 | May 19, 2026 |
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| Anomaly Detection | MNIST | 90 | Mar 10, 2026 |
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| Multi-label Classification | MM-IMDb-CMML (test) | 90 | Mar 4, 2026 |
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| Classification | UPMC-Food101 CMML | 90 | Mar 4, 2026 |
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