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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 |
|---|---|---|---|---|
| Soundscape Emotion Recognition | 2 | 1 | Mar 19, 2026 | |
| Bleeding Region Detection | 2 | 1 | Mar 19, 2026 | |
| Head-pose trajectory prediction | 2 | 1 | Feb 18, 2026 | |
| Text-to-Texture Generation | 2 | 2 | Mar 20, 2026 | |
| 4D Gaussian Splatting refinement | 2 | 1 | Mar 19, 2026 | |
| 4D Gaussian Streaming | 2 | 1 | Mar 19, 2026 | |
| Graph Layout | 2 | 1 | Feb 18, 2026 | |
| RTL Summarization | 2 | 1 | Mar 19, 2026 | |
| Review Sentiment Classification | 2 | 4 | Feb 18, 2026 | |
| Scientific Research Automation |
| 2 |
| 1 |
| Mar 19, 2026 |
| Animation-to-image similarity | 2 | 1 | Mar 19, 2026 |
|---|
| Mental Workload Assessment | 2 | 1 | Feb 20, 2026 |
|---|
| Multi-agent routing | 2 | 2 | Jun 30, 2026 |
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| System Usability Evaluation | 2 | 2 | Jun 16, 2026 |
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| Locomotion Control Smoothness | 2 | 1 | Mar 19, 2026 |
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| Object sketch-based scene retrieval | 2 | 1 | Feb 18, 2026 |
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| Loop Closing | 2 | 1 | Mar 19, 2026 |
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| Super-Resolution (×2) | 2 | 1 | Mar 19, 2026 |
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| Biased subgroup detection | 2 | 1 | Feb 18, 2026 |
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| Variogram Preservation | 2 | 1 | Mar 20, 2026 |
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| Random Inpainting (p=0.9) | 2 | 1 | Mar 19, 2026 |
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| Architecture Generation | 2 | 1 | Mar 19, 2026 |
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| Open-ended text completion | 2 | 1 | Feb 18, 2026 |
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| Conditional source inference | 2 | 1 | Feb 20, 2026 |
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| Accessible color pair generation (WCAG AA compliance) | 2 | 1 | Feb 20, 2026 |
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