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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 |
|---|---|---|---|---|---|
| Arithmetic Reasoning | MultiArith | 324 | Jun 19, 2026 | ||
| Image-to-Text Retrieval | MS-COCO 5K (test) | 324 | Jul 3, 2026 | ||
| Multivariate Time Series Forecasting | Traffic | 323 | Jun 11, 2026 | ||
| Novel View Synthesis | Tanks & Temples (test) |
| 323 |
| Jun 9, 2026 |
| Semantic Segmentation | nuScenes (val) | 323 | Jun 1, 2026 |
|---|
| Domain Generalization | PACS | 323 | Jul 3, 2026 |
|---|
| Node Classification | SQUIRREL vanilla (test) | 322 | May 8, 2026 |
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| Multivariate long-term series forecasting | ETTm2 | 322 | Jun 9, 2026 |
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| Person Re-identification | CUHK03 | 322 | Jun 2, 2026 |
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| Image Classification | FGVC-Aircraft (test) | 322 | Jun 30, 2026 |
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| Multitask Language Understanding | MMLU (test) | 322 | Jun 4, 2026 |
|---|
| Commonsense Reasoning | Common Sense Reasoning Tasks | 321 | May 8, 2026 |
|---|
| 3D Object Classification | ModelNet40 (test) | 321 | May 19, 2026 |
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| Image Classification | Pets | 320 | Jun 4, 2026 |
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| Image Classification | Stanford Cars (test) | 320 | Jun 30, 2026 |
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| Question Answering | OpenBookQA | 319 | Jun 24, 2026 |
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| Temporal Action Localization | THUMOS14 (test) | 319 | Feb 27, 2026 |
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| Pose Estimation | COCO (val) | 319 | Jun 4, 2026 |
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| Text-to-Image Generation | GenEval | 318 | Jun 23, 2026 |
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| Image Clustering | CIFAR-10 | 318 | Apr 14, 2026 |
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| Mathematical Reasoning | WeMath | 317 | Jul 9, 2026 |
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| Image Classification | ImageNet-1K (val) | 317 | Jun 29, 2026 |
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| Fine-grained Image Classification | CUB-200 2011 | 317 | Jun 4, 2026 |
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| Image Denoising | Urban100 | 317 | May 14, 2026 |
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| Question Answering | BoolQ | 317 | Apr 21, 2026 |
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