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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 |
|---|---|---|---|---|---|
| Referring Image Segmentation | UNC+ (testB) | 42 | Feb 27, 2026 | ||
| Referring Image Segmentation | UNC+ (testA) | 42 | Feb 27, 2026 | ||
| Referring Image Segmentation | UNC+ (val) | 42 |
| Feb 27, 2026 |
| Person Re-identification | Partial-iLIDS | 42 | Feb 26, 2026 |
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| Network reconstruction | IMDB | 42 | May 6, 2026 |
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| Pointing game | MSCOCO 2014 (val) | 42 | Feb 26, 2026 |
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| Sequential Recommendation | MovieLens-1M (test) | 42 | May 11, 2026 |
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| Semantic Segmentation | Cityscapes fine (val) | 42 | Feb 26, 2026 |
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| Head Pose Estimation | AFLW2000 (test) | 42 | Feb 26, 2026 |
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| Machine Translation (Chinese-to-English) | NIST MT-05 2005 | 42 | Feb 26, 2026 |
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| Semantic Segmentation | Cityscapes | 42 | Feb 26, 2026 |
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| Word Spotting | ICDAR 2015 | 42 | Feb 26, 2026 |
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| Video Frame Interpolation | Middlebury | 42 | Feb 26, 2026 |
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| Video Object Segmentation | SegTrack v2 | 42 | Jun 30, 2026 |
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| Video Object Segmentation | FBMS (test) | 42 | Feb 26, 2026 |
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| Clustering | USPS | 42 | Apr 23, 2026 |
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| Graph Classification | RE-M5k | 42 | Feb 26, 2026 |
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| Dialog act prediction | MRDA (test) | 42 | Feb 26, 2026 |
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| Molecular Classification | HIV | 42 | May 12, 2026 |
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| Dimensionality Reduction | MNIST | 42 | Feb 26, 2026 |
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| Dimensionality Reduction | Retina | 42 | Feb 26, 2026 |
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| Dimensionality Reduction | FMNIST | 42 | Feb 26, 2026 |
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| Mutual Information Estimation | Gaussian d=5, N=64 | 42 | Feb 26, 2026 |
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| Regression | UCI NAVAL (test) | 42 | Jun 2, 2026 |
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| Few-shot Image Classification | tiered-ImageNet K=160 (test) | 42 | Feb 26, 2026 |
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