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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 |
|---|---|---|---|---|
| JPEG image artifacts removal | 2 | 6 | Jun 26, 2026 | |
| Text Sorting | 2 | 1 | Mar 18, 2026 | |
| 3D Deformable Image Registration | 2 | 1 | Mar 18, 2026 | |
| Local RAG | 2 | 1 | Feb 21, 2026 | |
| 3D Material Refinement Preference | 2 | 1 | Feb 18, 2026 | |
| Multimodal Question Answering and Understanding | 2 | 2 | Apr 13, 2026 | |
| 2D lithography mask simulation | 2 | 1 | Mar 17, 2026 | |
| 3D lithography mask simulation | 2 | 1 | Mar 17, 2026 | |
| Morphological Tagging |
| 2 |
| 2 |
| Feb 18, 2026 |
| Depth Synthesis | 2 | 1 | Feb 18, 2026 |
|---|
| Multi-step navigation and information location | 2 | 1 | Mar 17, 2026 |
|---|
| Out-of-Scope Query Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Prompt Selection | 2 | 2 | Mar 23, 2026 |
|---|
| Sequence Tagging | 2 | 3 | Jun 16, 2026 |
|---|
| Loosely controlled table-to-text generation | 2 | 1 | Feb 18, 2026 |
|---|
| Vascular Skeleton Extraction | 2 | 1 | Mar 17, 2026 |
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| Moral Alignment Evaluation | 2 | 1 | Mar 17, 2026 |
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| Video-based Facial Expression Recognition | 2 | 2 | Feb 18, 2026 |
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| Variable Misuse Detection | 2 | 1 | Feb 18, 2026 |
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| Chinese Grammatical Error Correction | 2 | 1 | Feb 18, 2026 |
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| Cross-View Object Geo-Localization | 2 | 1 | Mar 17, 2026 |
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| Cross-View Object Geo-Localization (Drone → Satellite) | 2 | 1 | Mar 17, 2026 |
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| Disaster Severity Classification | 2 | 2 | Mar 24, 2026 |
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| Raster-to-SVG conversion | 2 | 2 | Jun 1, 2026 |
|---|
| Multimodal Cloze | 2 | 1 | Mar 17, 2026 |
|---|