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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 |
|---|---|---|---|---|---|
| General Text Question Answering | HotpotQA | 51 | May 11, 2026 | ||
| Keyword Spotting | LibriPhrase Easy (LPE) | 51 | Jun 11, 2026 | ||
| Robotic Manipulation | SIMPLER Visual Matching WidowX robot | 51 | Apr 8, 2026 | ||
| Clustering | Glass | 51 | Jun 25, 2026 | ||
| Time Series Forecasting | Traffic |
| 51 |
| Apr 14, 2026 |
| Code Generation | LiveCodeBench | 51 | Mar 9, 2026 |
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| Language Modeling | FineWeb-Edu (val) | 51 | Jun 1, 2026 |
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| Out-of-Distribution Detection | CIFAR-100 OpenOOD (test) | 51 | May 28, 2026 |
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| Temporal Information Retrieval | Temporal Nobel Prize (TNP) | 51 | Feb 26, 2026 |
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| Multimodal Recommendation | Sports Amazon (test) | 51 | May 4, 2026 |
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| AI Image Detection | Midjourney | 51 | Mar 4, 2026 |
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| Pose estimation | KITTI odometry | 51 | Feb 27, 2026 |
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| Depth Completion | NYU v2 | 51 | Jul 7, 2026 |
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| Few-Shot Segmentation | ISIC 2018 | 51 | May 20, 2026 |
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| Image Classification | 14 Tasks Merge | 51 | Feb 26, 2026 |
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| Communication overhead measurement | Private vector-wise filtering setup phase | 51 | Feb 26, 2026 |
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| Few-shot Learning | LongBench | 51 | Mar 13, 2026 |
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| Summarization | LongBench | 51 | Mar 13, 2026 |
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| General Reasoning | MMLU | 51 | May 25, 2026 |
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| Mathematical Reasoning | GSM8K 4-shot | 51 | Jun 26, 2026 |
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| General Question Answering | PopQA | 51 | Apr 10, 2026 |
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| Multi-Hop Question Answering | Bamboogle | 51 | Mar 10, 2026 |
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| Code Generation | HumanEval | 51 | Feb 26, 2026 |
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| Embodied decision-making | ALFWorld | 51 | Jun 15, 2026 |
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| Knowledge | GPQA | 51 | Mar 31, 2026 |
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