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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 |
|---|---|---|---|---|
| Locomotion Control Smoothness | 2 | 1 | Mar 19, 2026 | |
| Early Fake News Detection | 2 | 1 | Feb 20, 2026 | |
| Ad and Promotion Recommendation | 2 | 1 | Feb 20, 2026 | |
| Logical Query Reasoning | 2 | 1 | Feb 18, 2026 | |
| Predicting Hierarchical Relationships | 2 | 1 | Feb 18, 2026 | |
| Task Affinity Prediction | 2 | 1 | Feb 18, 2026 | |
| Hierarchical Relationship Prediction | 2 | 1 | Feb 18, 2026 | |
| Query Categorization | 2 | 1 | Feb 27, 2026 | |
| Random Inpainting (p=0.9) | 2 |
| 1 |
| Mar 19, 2026 |
| Architecture Generation | 2 | 1 | Mar 19, 2026 |
|---|
| Natural Language to Signal Temporal Logic (NL-to-STL) Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Retrieval Attack Defense | 2 | 4 | May 27, 2026 |
|---|
| Interactive part segmentation | 2 | 1 | Mar 18, 2026 |
|---|
| Robot Picking | 2 | 1 | Mar 18, 2026 |
|---|
| Deformable Object Manipulation | 2 | 2 | Jul 3, 2026 |
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| Gaussian Deblur 9 | 2 | 1 | Mar 18, 2026 |
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| Design-to-code generation | 2 | 2 | Apr 3, 2026 |
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| Gaussian Deblur 6 | 2 | 1 | Mar 18, 2026 |
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| Super Resolution 12x | 2 | 1 | Mar 18, 2026 |
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| Soundscape Emotion Recognition | 2 | 1 | Mar 19, 2026 |
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| Super-Resolution (×2) | 2 | 1 | Mar 19, 2026 |
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| Audio Watermark Decoding | 2 | 1 | Mar 18, 2026 |
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| Super Resolution 8x | 2 | 1 | Mar 18, 2026 |
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| Abstract Screening | 2 | 2 | May 11, 2026 |
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| Textile pattern generation | 2 | 1 | Mar 18, 2026 |
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