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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 |
|---|---|---|---|---|
| Lane Following | 5 | 3 | Apr 10, 2026 | |
| Vision-Language-Action Navigation | 5 | 3 | May 18, 2026 | |
| Expression Classification | 5 | 9 | Mar 9, 2026 | |
| 2D Face Alignment | 5 | 2 | Feb 18, 2026 | |
| Machine health monitoring | 5 | 1 | Apr 6, 2026 | |
| HOI Classification | 5 | 1 | Feb 18, 2026 | |
| Temporal Consistency | 5 | 5 | Jun 30, 2026 | |
| Race Condition Detection | 5 | 1 | Apr 6, 2026 | |
| Expert Question Answering | 5 | 2 | Jun 4, 2026 | |
| Noise Prediction |
|---|
| 5 |
| 2 |
| Jun 23, 2026 |
| Document Coherence | 5 | 1 | Feb 18, 2026 |
|---|
| Open-vocabulary change detection | 5 | 2 | Apr 14, 2026 |
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| Infrared and Visible Video Fusion | 5 | 2 | Apr 3, 2026 |
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| Talent Recommendation | 5 | 2 | May 26, 2026 |
|---|
| Turn-detection | 5 | 1 | Apr 3, 2026 |
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| Place Cup | 5 | 4 | Jun 23, 2026 |
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| 3D Facial Animation | 5 | 4 | May 19, 2026 |
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| Pendulum swing-up | 5 | 3 | Jun 5, 2026 |
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| Map Merging | 5 | 1 | Feb 21, 2026 |
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| Visual generation | 5 | 5 | Jun 24, 2026 |
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| Preference Alignment Evaluation | 5 | 5 | Jun 4, 2026 |
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| Scholarly Title Generation | 5 | 5 | Jun 4, 2026 |
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| Citation Identification | 5 | 3 | Jun 4, 2026 |
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| Product Rating | 5 | 4 | Jun 4, 2026 |
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| News Headline Generation | 5 | 5 | Jun 4, 2026 |
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