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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 |
|---|---|---|---|---|
| Identity Unlearning | 3 | 2 | Jun 30, 2026 | |
| Graph property regression | 3 | 3 | Mar 4, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Directed graph reconstruction | 3 | 1 | Feb 18, 2026 | |
| Instance-level and global segmentation | 3 | 1 | Feb 20, 2026 | |
| Multi-task Image Restoration | 3 | 4 | Jun 29, 2026 | |
| Meta-Measure 4 (Structural Sensitivity - Erode) | 3 | 1 | Feb 20, 2026 | |
| Meta-Measure 4 (Structural Sensitivity - Dilate) | 3 | 1 | Feb 20, 2026 | |
| Color Classification | 3 |
| 3 |
| Feb 21, 2026 |
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Lesion Detection and Volume Estimation | 3 | 1 | Feb 20, 2026 |
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| Texture Swapping | 3 | 1 | Feb 18, 2026 |
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| Semantic label propagation | 3 | 1 | Feb 18, 2026 |
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| Multi-agent motion forecasting | 3 | 3 | Jul 8, 2026 |
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| Closed-loop verification | 3 | 1 | Feb 20, 2026 |
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| Dynamic Human Body Modeling | 3 | 1 | Feb 18, 2026 |
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| Text rendering accuracy | 3 | 1 | Feb 18, 2026 |
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| Classic Image Super-Resolution | 3 | 7 | Mar 11, 2026 |
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| Source Integrity | 3 | 1 | Feb 20, 2026 |
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| Tri-modal medical image fusion and super-resolution | 3 | 1 | Feb 18, 2026 |
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| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
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| Biomedical Visual Question Answering | 3 | 2 | Feb 18, 2026 |
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| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
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| Meta-Measure 2 (Ground-Truth Switch) | 3 | 1 | Feb 20, 2026 |
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| video-to-video synthesis | 3 | 1 | Feb 18, 2026 |
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