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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 |
|---|---|---|---|---|
| Gesture Synthesis | 6 | 3 | Mar 4, 2026 | |
| Face Hallucination | 6 | 4 | Feb 20, 2026 | |
| Incompressible Flow Prediction | 6 | 1 | Mar 26, 2026 | |
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 | |
| Facial Image Rendering | 6 | 1 | Feb 18, 2026 | |
| Generalization Reasoning | 6 | 4 | May 29, 2026 | |
| Refusal Detection | 6 | 4 | May 12, 2026 | |
| Robotic Pushing | 6 | 3 | Jun 16, 2026 | |
| Cloud and Shadow Segmentation | 6 | 2 | Feb 22, 2026 |
| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 |
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| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
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| Text-only Question Answering | 6 | 4 | Feb 20, 2026 |
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| Multi-step prediction | 6 | 2 | Jun 15, 2026 |
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| Audio Fingerprinting | 6 | 1 | Mar 26, 2026 |
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| Partially Relevant Video Retrieval | 6 | 2 | May 8, 2026 |
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| Inertial Navigation | 6 | 2 | Feb 21, 2026 |
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| Flow Estimation | 6 | 2 | Feb 21, 2026 |
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| Cross-domain AI-generated image detection | 6 | 1 | Mar 25, 2026 |
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| Estimating source distributions | 6 | 1 | Feb 18, 2026 |
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| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 |
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| Question Answering with Abstention | 6 | 3 | May 12, 2026 |
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| Watertight Mesh Reconstruction | 6 | 1 | Feb 18, 2026 |
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| Text-to-SVG Generation | 6 | 6 | Apr 10, 2026 |
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| Retinal Layer Segmentation | 6 | 2 | Apr 7, 2026 |
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| Lifelong Multi-Agent Path Finding | 6 | 1 | Mar 26, 2026 |
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