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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 |
|---|---|---|---|---|
| Symbolic Reasoning (Equations) | 2 | 1 | Feb 18, 2026 | |
| Combined | 2 | 2 | Apr 15, 2026 | |
| SAR Object Detection | 2 | 4 | Jun 1, 2026 | |
| rPPG signal extraction | 2 | 1 | May 22, 2026 | |
| Plate-Lifting | 2 | 1 | Mar 24, 2026 | |
| Power consumption measurement | 2 | 2 | Apr 21, 2026 | |
| 3D pointcloud manipulation | 2 | 3 | Jun 2, 2026 | |
| Lexical knowledge | 2 | 1 | Feb 18, 2026 | |
| Grammatical knowledge | 2 | 1 | Feb 18, 2026 | |
| Image Aesthetic Enhancement |
| 2 |
| 1 |
| Mar 13, 2026 |
| Box Opening | 2 | 2 | Jul 7, 2026 |
|---|
| Vision-guided robotic alignment | 2 | 1 | Feb 21, 2026 |
|---|
| EBM Learning | 2 | 1 | Feb 18, 2026 |
|---|
| Specialist Policy Evaluation | 2 | 1 | Mar 13, 2026 |
|---|
| Object-Centric Representation Learning | 2 | 1 | Mar 13, 2026 |
|---|
| Cough Activity Detection | 2 | 1 | Mar 13, 2026 |
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| TB classification | 2 | 1 | Mar 13, 2026 |
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| Handle Press | 2 | 2 | May 22, 2026 |
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| Tooth instance segmentation | 2 | 2 | Feb 18, 2026 |
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| Category-agnostic instance segmentation | 2 | 1 | Feb 27, 2026 |
|---|
| Synthetic Dynamical System Modeling | 2 | 2 | Feb 18, 2026 |
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| Social Relation Recognition | 2 | 1 | Feb 18, 2026 |
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| Privacy Measurement | 2 | 1 | Feb 18, 2026 |
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| Simile Interpretation | 2 | 1 | Feb 27, 2026 |
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| Simile Generation | 2 | 1 | Feb 27, 2026 |
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