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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 |
|---|---|---|---|---|
| Visual Search and Reasoning | 2 | 2 | May 27, 2026 | |
| Respiratory sound 4-class classification | 2 | 1 | Feb 18, 2026 | |
| Style Editing | 2 | 1 | Mar 24, 2026 | |
| Head Pose Tracking | 2 | 2 | May 6, 2026 | |
| Robot State Regression | 2 | 1 | Feb 18, 2026 | |
| Clinical endpoint prediction | 2 | 1 | Feb 19, 2026 | |
| Part-based 3D Object Generation | 2 | 1 | Mar 24, 2026 | |
| Knowledge Intensive | 2 | 1 | Mar 24, 2026 | |
| Mathematical Calculation |
| 2 |
| 2 |
| Apr 10, 2026 |
| Identity Classification | 2 | 2 | Jun 1, 2026 |
|---|
| 6D Localization | 2 | 1 | Feb 19, 2026 |
|---|
| Compound emotion prediction | 2 | 1 | Feb 18, 2026 |
|---|
| Efficiency Comparison | 2 | 2 | Feb 25, 2026 |
|---|
| Multiple-choice commonsense reasoning | 2 | 2 | Apr 14, 2026 |
|---|
| Perception and Cognition Evaluation | 2 | 2 | Jun 16, 2026 |
|---|
| Partition-constrained subset selection | 2 | 1 | Mar 24, 2026 |
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| POMDP Abstraction | 2 | 1 | Mar 24, 2026 |
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| Multimodal Agent Evaluation | 2 | 1 | Mar 24, 2026 |
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| Evaluation Reliability | 2 | 1 | Mar 24, 2026 |
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| Portfolio selection | 2 | 2 | Jun 30, 2026 |
|---|
| Registration Quality Assessment | 2 | 1 | Feb 19, 2026 |
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| Continuous Image Editing | 2 | 2 | Jun 24, 2026 |
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| Optical satellite imagery reconstruction | 2 | 1 | Feb 19, 2026 |
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| Emotional talking head reconstruction | 2 | 1 | Mar 24, 2026 |
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| Generalization Bound Estimation | 2 | 2 | Jun 2, 2026 |
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