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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-view scene generation | 2 | 2 | Jun 17, 2026 | |
| Subjective visibility optimization | 2 | 1 | Mar 19, 2026 | |
| Knowledge-grounded Generation | 2 | 1 | Feb 18, 2026 | |
| Nonlinear Blur | 2 | 3 | Apr 14, 2026 | |
| Chess | 2 | 2 | Apr 24, 2026 | |
| Multi-camera point tracking | 2 | 1 | Feb 20, 2026 | |
| Soundscape Emotion Recognition | 2 | 1 | Mar 19, 2026 | |
| Prompt-to-Gloss Translation | 2 | 1 | Feb 20, 2026 | |
| Cross-domain Recommendation (Task 1) | 2 | 1 |
| Mar 19, 2026 |
| High Dynamic Range (HDR) Reconstruction | 2 | 2 | May 28, 2026 |
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| 3D Semantic Reconstruction | 2 | 2 | Mar 27, 2026 |
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| Causal Induction | 2 | 1 | Feb 18, 2026 |
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| Correspondence estimation | 2 | 2 | May 22, 2026 |
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| 4D Gaussian Splatting refinement | 2 | 1 | Mar 19, 2026 |
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| Go | 2 | 3 | Feb 25, 2026 |
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| RTL Summarization | 2 | 1 | Mar 19, 2026 |
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| 4D Gaussian Streaming | 2 | 1 | Mar 19, 2026 |
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| Loop Closing | 2 | 1 | Mar 19, 2026 |
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| Image-Text Compositional Retrieval | 2 | 1 | Feb 18, 2026 |
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| Animation-to-image similarity | 2 | 1 | Mar 19, 2026 |
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| Scientific Research Automation | 2 | 1 | Mar 19, 2026 |
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| Molecular Property Prediction (Classification) | 2 | 5 | Jun 23, 2026 |
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| Cognitive load estimation | 2 | 2 | Mar 31, 2026 |
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| Bleeding Region Detection | 2 | 1 | Mar 19, 2026 |
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| Multi-agent routing | 2 | 2 | Jun 30, 2026 |
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