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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Analogy | 5 | 2 | Apr 20, 2026 | |
| Univariate Time Series Anomaly Detection | 5 | 3 | Jun 9, 2026 | |
| Motion Captioning | 5 | 3 | Mar 19, 2026 | |
| Unsupervised anomaly segmentation | 5 | 1 | Feb 18, 2026 | |
| Zero-shot Object Detection | 5 | 6 | Jun 17, 2026 | |
| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 | |
| True/False Question Answering | 5 | 5 | Jun 18, 2026 | |
| 3D Brain Tumor Segmentation | 5 | 6 | Jun 15, 2026 | |
| Temperature Downscaling | 5 | 2 | Jul 8, 2026 | |
| 5 |
| 1 |
| Apr 6, 2026 |
| Neural Audio Coding | 5 | 4 | Jun 11, 2026 |
|---|
| SASV | 5 | 1 | Feb 21, 2026 |
|---|
| Poisson Denoising | 5 | 4 | Feb 20, 2026 |
|---|
| Over-refusal | 5 | 17 | Jun 25, 2026 |
|---|
| Heart failure prediction | 5 | 3 | Jun 25, 2026 |
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| Model Training | 5 | 2 | Apr 15, 2026 |
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| Rule Discovery | 5 | 2 | Jun 29, 2026 |
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| Positioning Accuracy | 5 | 3 | Mar 13, 2026 |
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| Repository-level code completion | 5 | 3 | Apr 23, 2026 |
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| 3D Open-vocabulary Instance Segmentation | 5 | 2 | Feb 27, 2026 |
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| Glass Transition Temperature Prediction | 5 | 2 | May 27, 2026 |
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| Protein Generation | 5 | 4 | May 28, 2026 |
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| Color Editing | 5 | 3 | Feb 18, 2026 |
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| Plug Insertion | 5 | 3 | Jul 3, 2026 |
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| Paragraph Generation | 5 | 6 | Feb 22, 2026 |
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