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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) | 44 | Feb 27, 2026 | ||
| Referring Image Segmentation | UNC (val) | 44 | Feb 27, 2026 | ||
| Landmark Localization | 300W (Chall.) | 44 | Feb 26, 2026 | ||
| Landmark Localization | 300W (Common) |
| 44 |
| Feb 26, 2026 |
| Image Classification | N-MNIST | 44 | Feb 26, 2026 |
|---|
| Image Classification | Birdsnap (test) | 44 | Feb 26, 2026 |
|---|
| Instance Segmentation | PartNet 1.0 (test) | 44 | Feb 26, 2026 |
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| Sentence Embedding Evaluation | SentEval | 44 | Feb 26, 2026 |
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| Semantic Segmentation | Cityscapes fine (test) | 44 | Feb 26, 2026 |
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| Action Recognition | Jester (val) | 44 | Feb 26, 2026 |
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| Pointing localization | VOC 2007 (test) | 44 | Feb 26, 2026 |
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| Visual Question Answer | VQA 1.0 (test-dev) | 44 | Feb 26, 2026 |
|---|
| Person Re-identification | GRID | 44 | Feb 26, 2026 |
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| Image Captioning | COCO 2014 (test) | 44 | Feb 26, 2026 |
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| Face Search | IJB-A | 44 | Feb 26, 2026 |
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| Object Localisation | ILSVRC (val) | 44 | Feb 26, 2026 |
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| Density Estimation | binarized MNIST 28x28 (test) | 44 | Feb 26, 2026 |
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| Molecular property classification | BACE (MoleculeNet) scaffold (test) | 44 | May 14, 2026 |
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| Forward PDE solving | Elasticity | 44 | Jul 2, 2026 |
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| Graph Classification | DD (test) | 44 | Feb 26, 2026 |
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| Two-sample testing | Gaussian mixture data Synthetic Example 1 d=10 | 44 | Feb 26, 2026 |
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| Graph Classification | NCI1 TUDataset | 44 | Feb 26, 2026 |
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| Graph Classification | PROTEINS TUDataset | 44 | Feb 26, 2026 |
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| Point Cloud Quality Assessment | LS-PCQA (test) | 44 | Feb 26, 2026 |
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| Referring Expression Comprehension | RefCOCO, RefCOCO+, and RefCOCOg Average | 44 | Apr 7, 2026 |
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