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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 |
|---|---|---|---|---|
| Long Text Generation | 8 | 3 | May 13, 2026 | |
| Conversational Memory Retrieval | 8 | 3 | Jun 11, 2026 | |
| UAV Tracking | 8 | 5 | May 28, 2026 | |
| Trajectory Learning | 8 | 1 | Feb 18, 2026 | |
| Adversarial Text Detection | 8 | 2 | Feb 18, 2026 | |
| Video Camouflaged Object Detection | 8 | 6 | Jul 1, 2026 | |
| Dereverberation | 8 | 3 | Feb 22, 2026 | |
| Maximum Stable Set | 8 | 1 | Feb 18, 2026 | |
| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 |
| Interval forecasting | 8 | 2 | Apr 20, 2026 |
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| Spoken Dialogue Evaluation | 8 | 5 | Jun 16, 2026 |
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| Word-level sign language recognition | 8 | 5 | Mar 9, 2026 |
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| Multi-View Reconstruction | 8 | 7 | Jun 29, 2026 |
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| Object-level reasoning | 8 | 1 | Feb 21, 2026 |
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| Seizure Prediction | 8 | 3 | Feb 20, 2026 |
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| Tooth segmentation | 8 | 5 | May 21, 2026 |
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| Path-level reasoning | 8 | 1 | Feb 21, 2026 |
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| Dynamic Scene Rendering | 8 | 7 | May 12, 2026 |
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| White Blood Cell classification | 8 | 6 | Jul 7, 2026 |
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| MS lesion segmentation | 8 | 3 | May 12, 2026 |
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| Target Detection | 8 | 5 | May 20, 2026 |
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| Bird's Eye View Detection | 8 | 14 | Mar 31, 2026 |
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| Sound Event Classification | 8 | 6 | Jun 18, 2026 |
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| Multi-Frame Super-Resolution | 8 | 4 | Apr 28, 2026 |
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| Missing Value Imputation | 8 | 3 | Jun 4, 2026 |
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