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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 |
|---|---|---|---|---|
| Toxicity Reduction | 3 | 3 | May 28, 2026 | |
| Surrogate modeling of 1D nonlinear PDEs | 3 | 1 | Feb 18, 2026 | |
| Soft foreground segmentation | 3 | 1 | Mar 30, 2026 | |
| Avatar Rendering | 3 | 3 | Feb 19, 2026 | |
| Portrait Harmonization | 3 | 1 | Feb 18, 2026 | |
| Relevance Assessment | 3 | 2 | Apr 21, 2026 | |
| Word Recognition | 3 | 4 | May 26, 2026 | |
| Chest CT Report Generation | 3 | 2 | Feb 27, 2026 | |
| Backchannel | 3 | 4 | Jun 18, 2026 |
| Stroke Prediction | 3 | 3 | Jun 9, 2026 |
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| Participatory Budgeting Rule Evaluation | 3 | 1 | Feb 20, 2026 |
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| Fast Moving Object Deblurring and Trajectory Estimation | 3 | 1 | Feb 18, 2026 |
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| Satellite-to-Ground image synthesis | 3 | 1 | Mar 30, 2026 |
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| Unconditional Sampling | 3 | 1 | Feb 20, 2026 |
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| Automatic Music Transcription | 3 | 3 | Apr 8, 2026 |
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| Ground-to-Satellite image synthesis | 3 | 1 | Mar 30, 2026 |
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| Univariate Anomaly Detection | 3 | 2 | Apr 23, 2026 |
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| Physical Trajectory Prediction | 3 | 1 | Feb 20, 2026 |
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| Few-shot 3D Scene Segmentation | 3 | 3 | Mar 23, 2026 |
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| Self-confidence estimation | 3 | 1 | Feb 20, 2026 |
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| Loss Curve Prediction | 3 | 2 | Feb 21, 2026 |
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| Subcircuit Identification | 3 | 1 | Mar 30, 2026 |
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| Binary Latent VAE Training | 3 | 1 | Feb 18, 2026 |
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| Novel-viewpoint Observation Prediction | 3 | 1 | Feb 18, 2026 |
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| Observation Prediction | 3 | 1 | Feb 18, 2026 |
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