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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 |
|---|---|---|---|---|---|
| Single Image Super-Resolution | Set14 | 252 | Feb 26, 2026 | ||
| Generalized Category Discovery | ImageNet 100 | 252 | Jul 2, 2026 | ||
| Out-of-Distribution Detection | iNaturalist | 252 | May 27, 2026 | ||
| Mathematical Reasoning | Minerva Math |
| 251 |
| Jul 8, 2026 |
| Logical Reasoning | LogiQA | 251 | May 19, 2026 |
|---|
| Medical Visual Question Answering | VQA-RAD | 251 | Jul 1, 2026 |
|---|
| Image Classification | SUN397 (test) | 251 | Jun 30, 2026 |
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| Image Classification | ObjectNet | 251 | May 29, 2026 |
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| Text Retrieval | Flickr30K (test) | 251 | Jun 11, 2026 |
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| Image Retrieval | CUB-200 2011 (test) | 251 | Feb 26, 2026 |
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| Image Denoising | Standard Benchmark Images (test) | 250 | Jun 25, 2026 |
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| Text-to-Image Generation | GenEval (test) | 250 | Jun 26, 2026 |
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| Lane Detection | TuSimple (test) | 250 | Feb 26, 2026 |
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| Image Classification | ImageNet-100 (val) | 250 | Jul 7, 2026 |
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| 3D Object Detection | nuScenes (val) | 249 | Jun 19, 2026 |
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| Logical Reasoning | BBH | 249 | May 27, 2026 |
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| Commonsense Reasoning | ARC-E | 249 | Jul 8, 2026 |
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| Massive Multi-discipline Multimodal Understanding | MMMU | 249 | Jun 19, 2026 |
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| Multimodal Evaluation | MM-Vet | 249 | Jul 7, 2026 |
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| Action Recognition | NTU RGB+D 120 Cross-Subject | 249 | Jun 4, 2026 |
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| Salient Object Detection | ECSSD | 249 | Jul 1, 2026 |
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| Action Recognition | HMDB51 (test) | 249 | Mar 9, 2026 |
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| Math | GSM8K | 248 | Jun 16, 2026 |
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| Text Classification | AG-NEWS | 248 | Feb 27, 2026 |
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| Web Navigation and Shopping | Webshop | 248 | Jul 7, 2026 |
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