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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 |
|---|---|---|---|---|
| PDE learning | 2 | 2 | Apr 28, 2026 | |
| Multi-temporal solar panel segmentation | 2 | 1 | Mar 26, 2026 | |
| Atomic sentence extraction | 2 | 1 | Feb 19, 2026 | |
| Temporal forecasting | 2 | 2 | Jun 16, 2026 | |
| Islamic inheritance reasoning | 2 | 2 | Apr 21, 2026 | |
| Scene Detection | 2 | 2 | Feb 22, 2026 | |
| Component classification | 2 | 2 | May 14, 2026 | |
| Drone-based Geo-localization | 2 | 4 | Apr 20, 2026 | |
| Face recovery (MaskFaceGAN) | 2 | 1 | Mar 26, 2026 |
| Face recovery (SD Inpainting) | 2 | 1 | Mar 26, 2026 |
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| Answer extraction and supporting sentence prediction | 2 | 2 | Feb 22, 2026 |
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| grade-school math | 2 | 3 | Jun 30, 2026 |
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| CVD prediction | 2 | 1 | Mar 26, 2026 |
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| Text-Image Machine Translation | 2 | 1 | Mar 26, 2026 |
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| Subclass Segmentation | 2 | 1 | Feb 18, 2026 |
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| Sample-wise Anomaly Detection | 2 | 1 | Feb 18, 2026 |
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| Success Rate and Distribution Parameter Regression | 2 | 1 | Mar 26, 2026 |
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| Pixel-wise Anomaly Detection | 2 | 1 | Feb 18, 2026 |
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| Skewness Prediction | 2 | 1 | Mar 26, 2026 |
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| Slice-wise Anomaly Localization | 2 | 1 | Feb 18, 2026 |
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| Standard Deviation Prediction | 2 | 1 | Mar 26, 2026 |
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| Variance Prediction | 2 | 1 | Mar 26, 2026 |
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| Pixel-wise Anomaly Localization | 2 | 2 | Feb 18, 2026 |
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| 1D reaction-diffusion | 2 | 1 | Mar 26, 2026 |
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| Braking alert prediction | 2 | 1 | Mar 26, 2026 |
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