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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 |
|---|---|---|---|---|
| Multimodal Concept Understanding | 2 | 1 | Mar 24, 2026 | |
| 3D Proposal Generation | 2 | 1 | Feb 18, 2026 | |
| Domain-specific Reasoning | 2 | 2 | May 15, 2026 | |
| Visual Search and Reasoning | 2 | 2 | May 27, 2026 | |
| Style Editing | 2 | 1 | Mar 24, 2026 | |
| Short Video Captioning | 2 | 1 | Feb 20, 2026 | |
| Automatic Meter Reading Recognition | 2 | 1 | Feb 18, 2026 | |
| Knowledge Intensive | 2 | 1 | Mar 24, 2026 | |
| Mathematical Calculation |
| 2 |
| 2 |
| Apr 10, 2026 |
| CKG completion | 2 | 1 | Feb 18, 2026 |
|---|
| Membership Inference Advantage Bounding | 2 | 1 | Feb 18, 2026 |
|---|
| Partition-constrained subset selection | 2 | 1 | Mar 24, 2026 |
|---|
| Multi-Modal Visual Question Answering (MMVQA) | 2 | 1 | Feb 19, 2026 |
|---|
| Perception and Cognition Evaluation | 2 | 2 | Jun 16, 2026 |
|---|
| Concealed Defect Detection | 2 | 2 | May 18, 2026 |
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| Dominant evoked emotion recognition | 2 | 1 | Feb 19, 2026 |
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| Emotion-related aesthetic assessment | 2 | 1 | Feb 19, 2026 |
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| Multiple-choice commonsense reasoning | 2 | 2 | Apr 14, 2026 |
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| POMDP Abstraction | 2 | 1 | Mar 24, 2026 |
|---|
| Multimodal Agent Evaluation | 2 | 1 | Mar 24, 2026 |
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| Personality Prediction | 2 | 1 | Feb 18, 2026 |
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| Emotion Assessment | 2 | 3 | Jun 2, 2026 |
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| Situated personality prediction | 2 | 1 | Feb 18, 2026 |
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| Ranking performance for UAV emergency landing site assessment | 2 | 1 | Feb 19, 2026 |
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| Emotional talking head reconstruction | 2 | 1 | Mar 24, 2026 |
|---|