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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 |
|---|---|---|---|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Prototypicality Bias Evaluation | 3 | 1 | Feb 20, 2026 | |
| Stroke structure parsing | 3 | 1 | Feb 20, 2026 | |
| Molecule Design | 3 | 4 | May 26, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| 3D Trajectory Forecasting | 3 | 1 | Feb 20, 2026 | |
| Single image Grounding | 3 | 2 | Apr 14, 2026 | |
| Taxonomy Coverage Analysis | 3 | 1 | Feb 19, 2026 | |
| Player Potential Prediction | 3 | 1 | Feb 20, 2026 |
| 3D Inter-patient Brain MRI Registration | 3 | 1 | Feb 20, 2026 |
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| BioMedicine | 3 | 2 | Feb 27, 2026 |
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| Single-view View Synthesis | 3 | 1 | Feb 18, 2026 |
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| Image Quality | 3 | 3 | Jun 1, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
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| Point cloud downsampling | 3 | 1 | Feb 20, 2026 |
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| Layout-to-Object | 3 | 1 | Feb 20, 2026 |
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| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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| Video Temporal Consistency | 3 | 2 | Mar 19, 2026 |
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| Masked Entity Prediction | 3 | 1 | Feb 18, 2026 |
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| Multimodal Watermarking | 3 | 1 | Feb 27, 2026 |
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| Trajectory Fidelity | 3 | 1 | Feb 18, 2026 |
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| 3D indoor scene synthesis from natural language | 3 | 1 | Feb 20, 2026 |
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| Latency Analysis | 3 | 3 | Apr 28, 2026 |
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| Mathematical Multimodal Reasoning | 3 | 31 | Jun 19, 2026 |
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