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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 |
|---|---|---|---|---|---|
| Automatic Speech Recognition | CHiME-4 simu (test) | 38 | Jun 5, 2026 | ||
| Thoracic Disease Classification | ChestX-ray14 | 38 | Jun 4, 2026 | ||
| Class-Incremental Learning | Stanford Cars (test) | 38 | Feb 26, 2026 | ||
| Visual Question Answering | MMMU (val) | 38 | Mar 16, 2026 | ||
| Grade School Math Word Problem Solving | GSM8K (test) |
| 38 |
| Mar 4, 2026 |
| Mathematical Reasoning | MAWPS | 38 | Apr 14, 2026 |
|---|
| 3D Semantic Segmentation | nuScenes Lidar-Seg (val) | 38 | Apr 10, 2026 |
|---|
| Continual Learning | ImageNet-R (20 tasks) | 38 | Jun 29, 2026 |
|---|
| Multitask Language Understanding | CMMLU (test) | 38 | Feb 26, 2026 |
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| Image Deblurring | RSBlur (test) | 38 | Jun 1, 2026 |
|---|
| Image Classification | CIFAR-100 | 38 | Feb 26, 2026 |
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| User-based De-identification Matching | ADNI | 38 | Feb 26, 2026 |
|---|
| Audio-Visual Question Answering | Music-AVQA | 38 | Jul 7, 2026 |
|---|
| Visual Grounding | RefCOCO+ | 38 | Apr 10, 2026 |
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| Image Super-Resolution | Manga109 | 38 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR10 0.1-Dirichlet (test) | 38 | Mar 13, 2026 |
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| Mathematical Reasoning | MATH | 38 | Feb 26, 2026 |
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| Image Classification | ImageNet variants and ObjectNet various (test) | 38 | Mar 10, 2026 |
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| Audio-Visual Segmentation | AVSBench MS3 (test) | 38 | Mar 25, 2026 |
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| Vocal Sound Classification | VocalSound | 38 | Jun 26, 2026 |
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| Image Classification | SVHN (test) | 38 | Feb 26, 2026 |
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| Classification | Flowers102 | 38 | Jun 4, 2026 |
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| Object Hallucination Assessment | MSCOCO | 38 | Mar 4, 2026 |
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| CTR Prediction | Frappe (test) | 38 | Feb 26, 2026 |
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| Adversarial Attack | ImageNet-compatible Stable Diffusion context v1.4 (test) | 38 | Feb 26, 2026 |
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