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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 |
|---|---|---|---|---|
| Natural Language Understanding and Reasoning | 5 | 5 | May 19, 2026 | |
| Pneumonia Detection | 5 | 5 | Feb 22, 2026 | |
| Abnormal Behavior Detection | 5 | 1 | Apr 7, 2026 | |
| Triplet classification | 5 | 2 | Apr 21, 2026 | |
| Lift Roller | 5 | 1 | Apr 7, 2026 | |
| Speech Function Calling | 5 | 1 | Feb 19, 2026 | |
| Theme Detection | 5 | 2 | Mar 31, 2026 | |
| Repository-level code completion | 5 | 3 | Apr 23, 2026 | |
| Future Trajectory Prediction | 5 | 12 | Feb 21, 2026 | |
| Race Condition Detection |
| 5 |
| 1 |
| Apr 6, 2026 |
| True/False Question Answering | 5 | 5 | Jun 18, 2026 |
|---|
| 3D Open-vocabulary Instance Segmentation | 5 | 2 | Feb 27, 2026 |
|---|
| Place Cans | 5 | 1 | Apr 7, 2026 |
|---|
| Long-horizon navigation | 5 | 2 | May 19, 2026 |
|---|
| Precipitation Downscaling | 5 | 3 | May 19, 2026 |
|---|
| Knowledge gap detection | 5 | 1 | Apr 6, 2026 |
|---|
| Stance Classification | 5 | 4 | Apr 28, 2026 |
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| HD Map Generation | 5 | 3 | Jun 16, 2026 |
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| SASV | 5 | 1 | Feb 21, 2026 |
|---|
| Glass Transition Temperature Prediction | 5 | 2 | May 27, 2026 |
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| Authenticity Classification | 5 | 1 | Feb 21, 2026 |
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| Anomaly Localisation | 5 | 3 | Feb 27, 2026 |
|---|
| Model Training | 5 | 2 | Apr 15, 2026 |
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| Rule Discovery | 5 | 2 | Jun 29, 2026 |
|---|
| Expert Question Answering | 5 | 2 | Jun 4, 2026 |
|---|