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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 |
|---|---|---|---|---|---|
| Open-ended Generation | Creative Writing Evaluation Prompts | 108 | Feb 26, 2026 | ||
| Commonsense Reasoning | OpenBookQA | 108 | May 12, 2026 | ||
| Truthfulness Evaluation | TruthfulQA | 108 | Apr 23, 2026 | ||
| Domain-Incremental Learning | CORe50 | 108 | Jun 30, 2026 | ||
| Semantic Segmentation | VOC21 |
| 108 |
| Apr 15, 2026 |
| Infrared Small Target Detection | NUDT-SIRST | 108 | Jun 18, 2026 |
|---|
| Video Moment Retrieval | Charades STA (test) | 108 | Jun 9, 2026 |
|---|
| Code Generation | HumanEval-ET | 108 | May 8, 2026 |
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| Multimodal Sentiment Analysis | CH-SIMS (test) | 108 | May 20, 2026 |
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| Class-Incremental Learning | ImageNet-100 | 108 | Jun 5, 2026 |
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| Image Classification | DTD | 108 | May 14, 2026 |
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| Stereo Matching | KITTI 2012 | 108 | Jul 9, 2026 |
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| Image Classification | STL10 | 108 | Jun 15, 2026 |
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| Multivariate long-term time series forecasting | ILI (test) | 108 | May 28, 2026 |
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| Text-to-Video Retrieval | ActivityNet (test) | 108 | Feb 26, 2026 |
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| Classification | ModelNet40 | 108 | Mar 27, 2026 |
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| Image Generation | CelebA-HQ | 108 | Jun 16, 2026 |
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| Multi-organ segmentation | Synapse multi-organ CT (test) | 108 | Jul 2, 2026 |
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| Video Captioning | Youcook2 | 108 | Mar 24, 2026 |
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| Text Detection | CTW1500 | 108 | Jun 29, 2026 |
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| Unsupervised Video Object Segmentation | DAVIS 2016 (val) | 108 | Feb 26, 2026 |
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| Semantic Segmentation | Cityscapes (val) | 108 | Feb 26, 2026 |
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| Text Detection | ICDAR 2015 (test) | 108 | Feb 26, 2026 |
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| Shortest path optimization | 5x5 grid shortest path problem | 108 | Feb 26, 2026 |
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| Classification | CIFAR-10 | 108 | May 4, 2026 |
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