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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 |
|---|---|---|---|---|
| Joint parameter estimation | 8 | 3 | Jun 2, 2026 | |
| Non-rigid SLAM | 8 | 1 | Feb 18, 2026 | |
| Multi-Robot Task Allocation | 8 | 6 | May 26, 2026 | |
| ASR | 8 | 4 | Jun 9, 2026 | |
| Factuality Detection | 8 | 4 | Jun 25, 2026 | |
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 | |
| Extrapolation of data source compositions | 8 | 1 | Feb 18, 2026 | |
| Motion Synthesis | 8 | 5 | Feb 27, 2026 | |
| Expert Realism Classification | 8 | 1 | Mar 31, 2026 | |
| 8 |
| 1 |
| Feb 22, 2026 |
| Undersampled MRI Reconstruction | 8 | 2 | May 7, 2026 |
|---|
| Auto-Bidding and Pricing | 8 | 1 | Apr 8, 2026 |
|---|
| Tool-use instruction following | 8 | 2 | Feb 19, 2026 |
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| Multi-intent detection | 8 | 1 | Apr 1, 2026 |
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| Labelling Accuracy | 8 | 1 | Mar 31, 2026 |
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| Decoding Latency | 8 | 1 | Feb 18, 2026 |
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| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
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| Session-based next-item recommendation | 8 | 1 | Mar 31, 2026 |
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| Survival group classification | 8 | 1 | Feb 21, 2026 |
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| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 |
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| Conversational Search | 8 | 4 | Apr 10, 2026 |
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| Text Ranking | 8 | 2 | Jul 2, 2026 |
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| Posterior Predictive Inference | 8 | 2 | Jun 19, 2026 |
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| Semantic Instance Segmentation | 8 | 4 | Apr 13, 2026 |
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| Fake News Video Detection | 8 | 3 | Apr 10, 2026 |
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