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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 |
|---|---|---|---|---|
| Cartpole Swingup | 9 | 8 | May 18, 2026 | |
| Web Task Completion | 9 | 3 | Jun 2, 2026 | |
| Super-Resolution (4x) | 9 | 14 | Jun 16, 2026 | |
| domain-specific question answering | 9 | 3 | Apr 2, 2026 | |
| Image Reflection Removal | 9 | 9 | Jul 7, 2026 | |
| Multi-Query Associative Recall | 9 | 4 | Jul 7, 2026 | |
| 3D Hand-Object Reconstruction | 9 | 7 | Apr 15, 2026 | |
| Heart Segmentation | 9 | 3 | May 12, 2026 | |
| Graph Question Answering | 9 | 6 | Jun 5, 2026 |
| Behavior Abstraction Detection | 9 | 1 | Feb 22, 2026 |
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| 3D Object Retrieval | 9 | 2 | Apr 23, 2026 |
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| Task 2 | 9 | 7 | Jul 8, 2026 |
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| Video-to-Speech Synthesis | 9 | 6 | Apr 20, 2026 |
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| Object Composition | 9 | 8 | May 21, 2026 |
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| Multi-label class-incremental learning | 9 | 2 | Mar 9, 2026 |
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| Long-term Memory Question Answering | 9 | 8 | Jun 23, 2026 |
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| Reading Order Prediction | 9 | 2 | Jul 2, 2026 |
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| Multilingual Reasoning | 9 | 8 | Jun 4, 2026 |
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| Combinatorial Auctions | 9 | 2 | May 29, 2026 |
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| Surgical Video Question Answering | 9 | 4 | Jun 17, 2026 |
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| Vision-Language-Action | 9 | 7 | Jun 30, 2026 |
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| Point Cloud Segmentation | 9 | 5 | Jun 11, 2026 |
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| Cross-domain few-shot classification | 9 | 8 | Mar 6, 2026 |
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| ECG Digitization | 9 | 2 | Jul 2, 2026 |
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| Illuminant Estimation | 9 | 5 | Jun 15, 2026 |
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