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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 |
|---|---|---|---|---|
| Audit-relevance Classification | 3 | 1 | Jun 11, 2026 | |
| Crisis Scenario Evaluation | 3 | 1 | Jun 11, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Object Detection Training | 3 | 1 | Feb 18, 2026 | |
| Panoptic video scene graph generation | 3 | 2 | Apr 28, 2026 | |
| Soft foreground segmentation | 3 | 1 | Mar 30, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Complex Denoising | 3 | 2 | May 14, 2026 | |
| Unknown Object Detection | 3 | 2 | Feb 27, 2026 |
| GAN Adaptation | 3 | 1 | Feb 18, 2026 |
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| Monocular Geometry Estimation | 3 | 2 | Jul 3, 2026 |
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| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
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| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
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| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Cell image generation | 3 | 1 | Feb 19, 2026 |
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| Artifact Mitigation | 3 | 1 | Feb 19, 2026 |
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| 6-DoF Object Rearrangement | 3 | 2 | Mar 16, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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| Image-to-image relighting | 3 | 1 | Feb 19, 2026 |
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| Multi-modal Perception | 3 | 2 | Jun 4, 2026 |
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| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
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| Value Classification | 3 | 1 | Mar 27, 2026 |
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| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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| Long-horizon legal inquiry | 3 | 1 | Feb 18, 2026 |
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| Local Image Retrieval (Text-to-Image) | 3 | 1 | Feb 19, 2026 |
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