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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 |
|---|---|---|---|---|---|
| Image Classification | Tiny-ImageNet | 34 | Mar 20, 2026 | ||
| Out-of-Distribution Detection | CIFAR-100 | 34 | Mar 20, 2026 | ||
| Mathematical Reasoning | HMMT25 | 34 | Jun 23, 2026 | ||
| Survival Prediction | GBMLGG | 34 | Jun 24, 2026 | ||
| Low-light image enhancement | LOL v1 | 34 |
| Apr 14, 2026 |
| Seizure detection | CHB-MIT | 34 | May 15, 2026 |
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| Anomaly Detection | ADBench | 34 | Jun 12, 2026 |
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| Automatic Speech Recognition | LibriSpeech Clean other (test) | 34 | Apr 21, 2026 |
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| Combined | Multilingual Benchmark | 34 | Mar 13, 2026 |
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| Spatio-temporal forecasting | CAMS | 34 | Mar 12, 2026 |
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| Spatio-temporal forecasting | ERA5 | 34 | Mar 12, 2026 |
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| Reasoning Quality Assessment | Social iqa | 34 | Mar 12, 2026 |
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| Medical Image Classification | Blood | 34 | Mar 26, 2026 |
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| Depth Estimation | Cityscapes | 34 | Mar 30, 2026 |
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| Multi-modal Understanding | MMMU Pro (Overall) | 34 | May 1, 2026 |
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| Mathematical Visual Question Answering | MathVision | 34 | Apr 10, 2026 |
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| Visual Question Answering | VQA v2 | 34 | Mar 10, 2026 |
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| Whole-slide image classification | Camelyon 17 | 34 | May 7, 2026 |
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| Image Classification | ImageNet 1k 1.0 (val) | 34 | Mar 10, 2026 |
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| Perturbation-based evaluation | VQA v2 | 34 | Mar 9, 2026 |
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| Perturbation-based evaluation | ImageNet | 34 | Mar 9, 2026 |
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| Irregularly Sampled Time Series Forecasting | MIMIC | 34 | Mar 16, 2026 |
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| Vision-Audio-Text | Omnibench | 34 | Mar 6, 2026 |
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| Audio-Text | Wenetspeech | 34 | Mar 6, 2026 |
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| Inductive dynamic link prediction | Social Evo. | 34 | Jun 4, 2026 |
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