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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 |
|---|---|---|---|---|---|
| Named Entity Recognition | ACE04 (test) | 36 | Feb 26, 2026 | ||
| Video Super-Resolution | Vid4 4x upscaling (Calendar, City, Foliage, Walk) | 36 | Feb 26, 2026 | ||
| Entity Disambiguation | AIDA-CONLL (test) | 36 | Feb 26, 2026 | ||
| Trajectory Prediction | Argoverse (test) | 36 | Mar 10, 2026 | ||
| Image Classification | Mini-ImageNet (val) | 36 |
| Feb 26, 2026 |
| Instance-level search | ROxford (test) | 36 | Feb 26, 2026 |
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| Data-to-text generation | E2E | 36 | Feb 27, 2026 |
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| MRI Reconstruction | fastMRI Knee (test) | 36 | Jun 2, 2026 |
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| Bird's Eye View Detection | KITTI (val) | 36 | Feb 26, 2026 |
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| Visual Object Tracking | VOT 2018 | 36 | May 27, 2026 |
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| Incremental Semantic Segmentation | Pascal-VOC 2012 (val) | 36 | Feb 26, 2026 |
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| Action Recognition | EPIC-Kitchens (val) | 36 | Feb 26, 2026 |
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| Link Prediction | Kinship | 36 | Feb 26, 2026 |
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| Graph Matching | PASCAL VOC with Berkeley annotations (test) | 36 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 Long-Tailed 1.0 (test) | 36 | Feb 26, 2026 |
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| Word Sense Disambiguation | SemEval-2007 Task 17 (test) | 36 | Feb 26, 2026 |
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| Multivariate Time Series Forecasting | Exchange Rate | 36 | Feb 26, 2026 |
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| Node Classification | PubMed 0.05% labels | 36 | Feb 26, 2026 |
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| Entity Alignment | DWY100K DBP-WD | 36 | Feb 26, 2026 |
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| Few-shot Relation Classification | FewRel 1.0 (test) | 36 | Feb 26, 2026 |
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| 3D Action Recognition | NTU RGB+D 60 (Cross-View) | 36 | Apr 29, 2026 |
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| Answer Ranking | TREC QA (train) | 36 | Feb 26, 2026 |
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| Node-level classification | USA | 36 | Jun 9, 2026 |
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| Graph Classification | D&D (test) | 36 | Feb 26, 2026 |
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| Point Cloud Registration | ModelNet40 (Unseen categories) | 36 | Feb 27, 2026 |
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