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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 |
|---|---|---|---|---|
| Respiratory Failure Prediction | 4 | 2 | Feb 21, 2026 | |
| Put Carrot on Plate | 4 | 4 | Jul 3, 2026 | |
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 | |
| Preference-driven Tool Calling | 4 | 1 | Apr 21, 2026 | |
| Numerical Optimization of Vandermonde Arithmetic | 4 | 1 | Feb 21, 2026 | |
| Multi-modal Representation Learning | 4 | 2 | Feb 20, 2026 | |
| Risky Sample Transferability | 4 | 1 | Feb 21, 2026 | |
| Risky sample generation | 4 | 1 | Feb 21, 2026 | |
| Smoke flow prediction |
| 4 |
| 1 |
| Feb 18, 2026 |
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
|---|
| Time-order | 4 | 1 | Feb 27, 2026 |
|---|
| Retrieval Following | 4 | 1 | Feb 18, 2026 |
|---|
| Longitudinal cortical thickness prediction | 4 | 1 | Feb 18, 2026 |
|---|
| Composite Interception | 4 | 1 | Mar 31, 2026 |
|---|
| Group Dance Generation | 4 | 5 | Mar 25, 2026 |
|---|
| Solving Time-dependent Sine-Gordon equation | 4 | 1 | Feb 18, 2026 |
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| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
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| 3D Joint Position Prediction | 4 | 5 | Feb 18, 2026 |
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| Gene Ontology term prediction | 4 | 2 | May 14, 2026 |
|---|
| Time-dependent Allen-Cahn equation solving | 4 | 1 | Feb 18, 2026 |
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| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
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| Visual Classification | 4 | 7 | Jun 30, 2026 |
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| Damage Detection | 4 | 2 | Mar 31, 2026 |
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| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
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| Biophysical variable prediction | 4 | 1 | Feb 21, 2026 |
|---|