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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 |
|---|---|---|---|---|
| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 | |
| Race Condition Detection | 5 | 1 | Apr 6, 2026 | |
| Mathematical & Scientific Reasoning | 5 | 8 | Jun 16, 2026 | |
| Hypernym discovery | 5 | 2 | Feb 18, 2026 | |
| JPEG artifact reduction | 5 | 8 | May 26, 2026 | |
| Rule Discovery | 5 | 2 | Jun 29, 2026 | |
| Agentic Tasks | 5 | 4 | Jun 11, 2026 | |
| Model Training | 5 | 2 | Apr 15, 2026 | |
| Relative Localization | 5 | 2 | May 20, 2026 | |
| Glass Transition Temperature Prediction |
| 5 |
| 2 |
| May 27, 2026 |
| Review Score Generation | 5 | 1 | Feb 19, 2026 |
|---|
| Expert Question Answering | 5 | 2 | Jun 4, 2026 |
|---|
| Trajectory Estimation Position Accuracy | 5 | 1 | Feb 21, 2026 |
|---|
| Land Surface Temperature Estimation | 5 | 1 | Apr 7, 2026 |
|---|
| Dialogue Topic Segmentation | 5 | 3 | Jun 1, 2026 |
|---|
| Authenticity Classification | 5 | 1 | Feb 21, 2026 |
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| Early Rumor Detection | 5 | 1 | Feb 19, 2026 |
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| Multimodal Emotion Recognition in Conversation | 5 | 10 | Apr 15, 2026 |
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| Adversarial Attack Defense | 5 | 4 | Jun 30, 2026 |
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| Agent Reasoning | 5 | 3 | Jun 15, 2026 |
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| Generative Image Modeling | 5 | 4 | Apr 28, 2026 |
|---|
| Automatic Essay Scoring | 5 | 1 | Feb 18, 2026 |
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| Open-vocabulary change detection | 5 | 2 | Apr 14, 2026 |
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| Vision-Language-Action Navigation | 5 | 3 | May 18, 2026 |
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| Talent Recommendation | 5 | 2 | May 26, 2026 |
|---|