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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 |
|---|---|---|---|---|
| Operator Regression | 3 | 1 | Feb 18, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Representational Similarity Analysis | 3 | 1 | Feb 18, 2026 | |
| Language-guided Video Object Segmentation | 3 | 1 | Feb 27, 2026 | |
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 | |
| Text-to-Code Retrieval | 3 | 1 | Feb 18, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Artifact Mitigation | 3 | 1 | Feb 19, 2026 | |
| 3 |
| 1 |
| Feb 19, 2026 |
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
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| 3DGS Compression Artifact Restoration | 3 | 1 | Feb 19, 2026 |
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| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
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| Dark Web activity classification | 3 | 1 | Feb 18, 2026 |
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| Tool / Agent | 3 | 1 | Feb 19, 2026 |
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| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
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| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
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| Joint class generation | 3 | 1 | Feb 18, 2026 |
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| Commonsense Knowledge Generation | 3 | 2 | Feb 18, 2026 |
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| Video Preference Alignment | 3 | 2 | Feb 20, 2026 |
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| Generative Commonsense Reasoning | 3 | 3 | Mar 20, 2026 |
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| 6D Detection of Unseen Objects | 3 | 1 | Feb 19, 2026 |
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| Visual Metonymy Interpretation | 3 | 1 | Feb 19, 2026 |
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| Personalized Question Answering | 3 | 5 | May 14, 2026 |
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| Personalized news headline generation | 3 | 4 | Jun 4, 2026 |
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