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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 |
|---|---|---|---|---|
| Tabular Binary Classification | 4 | 2 | Mar 13, 2026 | |
| Single Objective Optimization | 4 | 2 | May 6, 2026 | |
| Code-switched Translation | 4 | 1 | Feb 18, 2026 | |
| Fair Graph Clustering | 4 | 1 | Feb 21, 2026 | |
| Molecular distribution modeling | 4 | 1 | Feb 21, 2026 | |
| Any-shot classification | 4 | 1 | Feb 18, 2026 | |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 | |
| Constrained Quadratic Programming | 4 | 1 | Feb 21, 2026 | |
| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 | |
| Half-mask inpainting |
| 4 |
| 2 |
| May 18, 2026 |
| Visual Species Recognition | 4 | 1 | Feb 21, 2026 |
|---|
| Binding Affinity | 4 | 1 | Mar 31, 2026 |
|---|
| Multi-horizon clinical forecasting | 4 | 1 | Feb 21, 2026 |
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| Scene Text Image Super-Resolution | 4 | 2 | Feb 18, 2026 |
|---|
| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Visual Difference Discovery | 4 | 1 | Feb 18, 2026 |
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| Part Discovery | 4 | 2 | May 8, 2026 |
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| Harmful Query | 4 | 1 | Feb 21, 2026 |
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| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 |
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| Math and Reasoning | 4 | 4 | May 12, 2026 |
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| Neural Caching | 4 | 1 | Feb 18, 2026 |
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| Constrained Symbolic Regression | 4 | 1 | Mar 27, 2026 |
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| Tissue Subtype Classification | 4 | 1 | Feb 18, 2026 |
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| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 |
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| Battery SoH Prediction | 4 | 1 | Feb 21, 2026 |
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