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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 |
|---|---|---|---|---|
| RUL Forecasting | 4 | 1 | Feb 21, 2026 | |
| 3D Layout Estimation | 4 | 6 | Feb 22, 2026 | |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 | |
| Hurst estimation | 4 | 1 | Feb 21, 2026 | |
| Uncertainty-aware Pointmap Prediction | 4 | 1 | May 20, 2026 | |
| Multi-label diagnostic classification | 4 | 3 | Jul 7, 2026 | |
| 10m V-wind Prediction | 4 | 1 | Apr 1, 2026 | |
| Implicit Representation | 4 | 1 | Feb 21, 2026 | |
| Visual Commonsense Reasoning (Q→A) | 4 | 3 | Jun 19, 2026 | |
| Knowledge Insertion |
|---|
| 4 |
| 3 |
| May 8, 2026 |
| Visual Species Recognition | 4 | 1 | Feb 21, 2026 |
|---|
| Dense Video Object Captioning | 4 | 2 | Jun 1, 2026 |
|---|
| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
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| Lumen Segmentation | 4 | 2 | Mar 27, 2026 |
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| Simulator Benchmark Optimization | 4 | 1 | Mar 30, 2026 |
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| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
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| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 |
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| Function Selection | 4 | 1 | Feb 21, 2026 |
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| Thyroid Ultrasound Segmentation | 4 | 1 | Feb 18, 2026 |
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| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
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| Solution Simulation | 4 | 1 | Feb 18, 2026 |
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| Document Translation | 4 | 2 | May 12, 2026 |
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| General Domain Reasoning | 4 | 5 | Jun 16, 2026 |
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| Respiratory Failure Prediction | 4 | 2 | Feb 21, 2026 |
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| Cross-lingual AMR Parsing | 4 | 1 | Feb 18, 2026 |
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