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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 |
|---|---|---|---|---|
| Causal effect prediction | 4 | 2 | Mar 13, 2026 | |
| Web automation | 4 | 5 | Jun 17, 2026 | |
| PDE Forward Problem | 4 | 1 | Feb 21, 2026 | |
| Affective State Recognition | 4 | 2 | Jun 16, 2026 | |
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 | |
| Acoustic Echo Cancellation | 4 | 4 | Jul 3, 2026 | |
| Semantics preservation | 4 | 1 | Feb 18, 2026 | |
| GCN Training | 4 | 1 | Feb 21, 2026 | |
| Joint Video-Audio Generation | 4 | 5 | May 26, 2026 |
| Image Grounding | 4 | 4 | May 28, 2026 |
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| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
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| post-votes | 4 | 3 | Jun 23, 2026 |
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| user-ltv | 4 | 4 | Jun 23, 2026 |
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| Feedback Evaluation Alignment | 4 | 1 | Feb 18, 2026 |
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| 3D Dense Head Alignment | 4 | 1 | Feb 18, 2026 |
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| Instrument Part Segmentation | 4 | 2 | Apr 7, 2026 |
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| Vehicle Retrieval | 4 | 5 | Feb 18, 2026 |
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| Image Generation Stitching | 4 | 1 | Feb 18, 2026 |
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| Single Objective Optimization | 4 | 2 | May 6, 2026 |
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| Expected Runtime Optimization | 4 | 1 | Feb 21, 2026 |
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| Geometric Correspondence | 4 | 3 | Jun 15, 2026 |
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| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
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| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
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| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
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| Muscle fatigue recognition | 4 | 1 | Mar 31, 2026 |
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