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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 |
|---|---|---|---|---|---|
| Multi-view Clustering | NoisyMNIST | 34 | Feb 26, 2026 | ||
| Classification | ChestX-ray14 (test) | 34 | May 20, 2026 | ||
| Medical Report Generation | MIMIC-CXR | 34 | May 21, 2026 | ||
| Visual Question Answering | SQA-I | 34 | Apr 24, 2026 | ||
| BEV Vehicle Segmentation | nuScenes | 34 | Mar 20, 2026 | ||
| Text Classification |
|---|
| Trec synthetic noise (test) |
| 34 |
| Feb 26, 2026 |
| Segmentation | ISLES 2022 (test) | 34 | Feb 26, 2026 |
|---|
| Segmentation | BraTS MET 2023 (test) | 34 | Feb 26, 2026 |
|---|
| Text-to-Video Retrieval | DiDeMo (DDM) full (test val) | 34 | Feb 26, 2026 |
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| Text-to-Video Retrieval | MSRVTT (UTD) | 34 | Feb 26, 2026 |
|---|
| Text-to-Video Retrieval | MSRVTT full (test val) | 34 | Feb 26, 2026 |
|---|
| LiDAR Localization | Oxford (17-14-03-00) | 34 | Jun 29, 2026 |
|---|
| Image Classification | DomainNet (unseen clients) | 34 | Mar 24, 2026 |
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| Text-to-image generation | COCO 2014 | 34 | May 11, 2026 |
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| Reward Modeling | RM-Bench Chat Hard | 34 | Feb 26, 2026 |
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| Sleep stage classification | SleepEDF 78 | 34 | May 19, 2026 |
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| Visual Object Tracking | LaSOT 42 (test) | 34 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 Dir-0.1 | 34 | May 25, 2026 |
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| Multivariate Time Series Classification | UEA multivariate TS classification archive Statistics without N/A 26 datasets (test) | 34 | Feb 26, 2026 |
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| Motion Deblurring | FFHQ 256x256-1K | 34 | Apr 29, 2026 |
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| Human Preference Ranking | Human Evaluation Elo (test) | 34 | Feb 26, 2026 |
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| Text Classification | 11 text classification tasks | 34 | Feb 26, 2026 |
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| Multimodal Evaluation | MMB | 34 | Jul 1, 2026 |
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| Defocus Deblurring | DPD Outdoor Scenes | 34 | May 5, 2026 |
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| Part Segmentation | ShapeNet In-Context | 34 | Mar 17, 2026 |
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