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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 |
|---|---|---|---|---|
| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 | |
| Parking availability prediction | 3 | 1 | Mar 31, 2026 | |
| Visual Jailbreaking Attack | 3 | 2 | Mar 4, 2026 | |
| LVEF < 40% prediction | 3 | 1 | Feb 18, 2026 | |
| Sparse-view metal artifact removal | 3 | 1 | Feb 18, 2026 | |
| Viral family classification | 3 | 1 | Feb 21, 2026 | |
| Long-horizon task completion | 3 | 10 | Jul 9, 2026 | |
| Compression Ratio Prediction | 3 | 1 | Feb 21, 2026 | |
| 3D Triangulation |
| 3 |
| 6 |
| Mar 31, 2026 |
| 3D Character Geometry Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Spin Classification | 3 | 1 | Mar 31, 2026 |
|---|
| Despeckling | 3 | 2 | May 26, 2026 |
|---|
| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 |
|---|
| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
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| Stroke detection | 3 | 2 | Apr 7, 2026 |
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| Box Detection | 3 | 1 | Mar 31, 2026 |
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| Constrained Online Selection | 3 | 1 | Feb 21, 2026 |
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| Standard OOD Detection | 3 | 1 | Feb 21, 2026 |
|---|
| Weight Prediction | 3 | 3 | May 22, 2026 |
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| Agentic Question Answering | 3 | 3 | Jun 23, 2026 |
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| Multi-target tracking | 3 | 6 | May 21, 2026 |
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| Inclination Classification | 3 | 1 | Mar 31, 2026 |
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| Major Depressive Disorder Identification | 3 | 1 | Mar 31, 2026 |
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| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 |
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| NLP Classification | 3 | 2 | Feb 19, 2026 |
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