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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 |
|---|---|---|---|---|---|
| Speech Translation Evaluation Correlation | Europarl-ST | 70 | Apr 9, 2026 | ||
| Email address extraction | Synthetic dataset | 70 | Apr 8, 2026 | ||
| Lossless video compression | Xiph CIF (YUV420) (All frames) | 70 | Apr 7, 2026 | ||
| Interpolation | PhysioNet Mortality 2012 (test) | 70 | Jul 2, 2026 | ||
| Novel View Synthesis | MipNeRF360 | 70 | Jun 19, 2026 | ||
| Constrained Clustering |
|---|
| COL2 |
| 70 |
| Mar 31, 2026 |
| Multimodal Reasoning | M^3CoT | 70 | Mar 24, 2026 |
|---|
| Mathematical Reasoning | GSM-Hard | 70 | Jun 15, 2026 |
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| Multimodal Mathematical Reasoning | MathVerse | 70 | Jun 11, 2026 |
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| Localization | ImageNet | 70 | Mar 17, 2026 |
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| Graph Classification | obgn-Home | 70 | Mar 11, 2026 |
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| Graph Classification | obgn-Tech | 70 | Mar 11, 2026 |
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| Claim verification | 9-dataset aggregate retrieval-free setting (test) | 70 | Mar 6, 2026 |
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| Driver Top 3 Prediction | Rel F1 | 70 | May 25, 2026 |
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| Circuit Discovery Evaluation | Gemma-2-2B | 70 | Mar 5, 2026 |
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| Text-to-Image Retrieval | Flickr30k (val) | 70 | May 12, 2026 |
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| Image-to-Text Retrieval | Flickr30k (val) | 70 | May 12, 2026 |
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| Light field data completion | Vinyl 128x128x3x30 | 70 | Mar 4, 2026 |
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| Light field data completion | Medieval2 128x128x3x30 | 70 | Mar 4, 2026 |
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| Light field data completion | Museum 128x128x3x30 | 70 | Mar 4, 2026 |
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| Light field data completion | Greek 128x128x3x30 | 70 | Mar 4, 2026 |
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| Realistic color video completion | Akiyo 144×176×3×30 | 70 | Mar 4, 2026 |
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| Realistic color video completion | Grandma 144×176×3×30 | 70 | Mar 4, 2026 |
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| Realistic color video completion | Claire 144×176×3×30 | 70 | Mar 4, 2026 |
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| Realistic color video completion | News 144×176×3×30 | 70 | Mar 4, 2026 |
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