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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 |
|---|---|---|---|---|
| Chain-of-Thought Generation | 5 | 2 | Mar 5, 2026 | |
| Map Merging | 5 | 1 | Feb 21, 2026 | |
| Machine health monitoring | 5 | 1 | Apr 6, 2026 | |
| Open-ended counting | 5 | 3 | Feb 18, 2026 | |
| Camera Parameter Estimation | 5 | 3 | Feb 18, 2026 | |
| Vision-Language-Action Navigation | 5 | 3 | May 18, 2026 | |
| Noise Prediction | 5 | 2 | Jun 23, 2026 | |
| Conversational Evaluation | 5 | 3 | May 21, 2026 | |
| Facial Action Unit Detection |
| 5 |
| 10 |
| Apr 24, 2026 |
| Few-shot GAN adaptation | 5 | 1 | Feb 18, 2026 |
|---|
| Infrared and Visible Video Fusion | 5 | 2 | Apr 3, 2026 |
|---|
| Musical Turing Test | 5 | 1 | Feb 21, 2026 |
|---|
| Turn-detection | 5 | 1 | Apr 3, 2026 |
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| Factual Correction | 5 | 3 | May 8, 2026 |
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| Face Relighting | 5 | 3 | May 13, 2026 |
|---|
| Pendulum swing-up | 5 | 3 | Jun 5, 2026 |
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| Safe-separation assurance | 5 | 1 | Feb 21, 2026 |
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| Open-vocabulary change detection | 5 | 2 | Apr 14, 2026 |
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| Personalized Image Aesthetic Assessment | 5 | 3 | Apr 21, 2026 |
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| Tactile Localization | 5 | 2 | Apr 14, 2026 |
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| Edge Reconstruction | 5 | 2 | Jun 9, 2026 |
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| subClassOf triple classification | 5 | 2 | Mar 10, 2026 |
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| Location Prediction | 5 | 3 | Jun 9, 2026 |
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| Column Type Prediction | 5 | 3 | Feb 18, 2026 |
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| Multi-label emotion classification | 5 | 7 | Feb 18, 2026 |
|---|