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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 |
|---|---|---|---|---|---|
| Table Question Answering | HiTab | 129 | Jun 30, 2026 | ||
| Machine Generated Text Detection | MGT benchmark Essay | 129 | Feb 26, 2026 | ||
| Graph Anomaly Detection | 129 | Jun 12, 2026 | |||
| Uncertainty Estimation | TriviaQA | 129 | Jun 11, 2026 | ||
| Natural Language Inference | CB |
| 129 |
| Jun 1, 2026 |
| Image Classification | Caltech101 | 129 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10 (test) | 129 | Mar 10, 2026 |
|---|
| Deep Metric Learning | CUB200 2011 (test) | 129 | Feb 26, 2026 |
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| Image Dehazing | SOTS Outdoor | 129 | Jun 23, 2026 |
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| Image Denoising | BSD68 (test) | 129 | Feb 26, 2026 |
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| Oriented Text Detection | ICDAR 2015 (test) | 129 | Feb 26, 2026 |
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| Person Search | PRW (test) | 129 | Feb 26, 2026 |
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| Person Re-identification | CUHK03 (test) | 129 | Apr 30, 2026 |
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| Image Classification | STL-10 | 129 | Mar 24, 2026 |
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| Classification | CIFAR-100 (test) | 129 | Feb 26, 2026 |
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| Traffic Risk Prediction | US-101 | 128 | Jun 29, 2026 |
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| Image Classification | CIFAR10 (test) | 128 | May 28, 2026 |
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| Image Classification | TinyImageNet (test) | 128 | May 28, 2026 |
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| Maximum Covering Location-Interdiction Problem (MCLIP) | BJ real-world instances (all) | 128 | May 27, 2026 |
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| Multimodal Understanding | non-MME benchmarks | 128 | May 19, 2026 |
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| Automatic Speech Recognition | NKI-RUG-UMCG (patient speakers) | 128 | May 18, 2026 |
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| Conditional Image Generation | ImageNet 256x256 Guided-Diffusion (10k samples) | 128 | Mar 17, 2026 |
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| Steady-state queue distribution approximation | System 1 | 128 | Mar 13, 2026 |
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| Moment prediction accuracy | Arrival processes 32 dependence configurations (test) | 128 | Mar 13, 2026 |
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| Proactive recommendation | ProPerSim Day 14 1.0 (test) | 128 | Feb 26, 2026 |
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