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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 |
|---|---|---|---|---|
| Multi-turn information acquisition | 4 | 1 | Apr 7, 2026 | |
| Turn-taking detection | 4 | 2 | Apr 23, 2026 | |
| Spatial Perception | 4 | 3 | May 25, 2026 | |
| Atlas Construction | 4 | 1 | Feb 18, 2026 | |
| Implicit Representation | 4 | 1 | Feb 21, 2026 | |
| Solution Simulation | 4 | 1 | Feb 18, 2026 | |
| Video Chaptering | 4 | 1 | Feb 18, 2026 | |
| Distributional Prediction | 4 | 3 | Apr 10, 2026 | |
| Document Translation | 4 | 2 | May 12, 2026 | |
| 4 |
| 1 |
| Feb 21, 2026 |
| Cross-lingual AMR Parsing | 4 | 1 | Feb 18, 2026 |
|---|
| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
|---|
| Thyroid Ultrasound Segmentation | 4 | 1 | Feb 18, 2026 |
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| Numerical Question Answering | 4 | 5 | Apr 7, 2026 |
|---|
| Fingerspelling detection | 4 | 2 | Feb 18, 2026 |
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| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Function Selection | 4 | 1 | Feb 21, 2026 |
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| Logical deduction | 4 | 4 | May 21, 2026 |
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| Untargeted white-box adversarial attack | 4 | 2 | Feb 18, 2026 |
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| Long-horizon TAMP | 4 | 2 | Jun 26, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
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| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
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| Uncropping | 4 | 2 | Feb 18, 2026 |
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| JPEG restoration | 4 | 5 | Jun 19, 2026 |
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