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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 |
|---|---|---|---|---|
| Open-Vocabulary Object Retrieval | 2 | 1 | Feb 21, 2026 | |
| Face Pose Estimation | 2 | 1 | Feb 18, 2026 | |
| Placenta Accreta Spectrum (PAS) Detection | 2 | 1 | Feb 21, 2026 | |
| Vision-guided robotic alignment | 2 | 1 | Feb 21, 2026 | |
| Human Parts Segmentation | 2 | 1 | Feb 18, 2026 | |
| Image-to-Textual Recipe Retrieval | 2 | 3 | Feb 25, 2026 | |
| CS-PMRI Reconstruction | 2 | 1 | Feb 18, 2026 | |
| QA over Illustrations | 2 | 1 | Feb 18, 2026 | |
| EEG-to-Image Retrieval |
| 2 |
| 2 |
| May 26, 2026 |
| Multimodal hate content localization | 2 | 1 | Feb 20, 2026 |
|---|
| 3D Interacting Hand Mesh Estimation | 2 | 1 | Feb 18, 2026 |
|---|
| Multimodal Event Classification | 2 | 1 | Feb 21, 2026 |
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| Vehicle Recognition | 2 | 1 | Feb 18, 2026 |
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| Dynamic Hand Gesture Recognition | 2 | 1 | Feb 18, 2026 |
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| Standard robust explanation computation | 2 | 1 | Feb 21, 2026 |
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| OVAL-optimal robust explanation generation | 2 | 1 | Feb 21, 2026 |
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| JPEG image artifacts removal | 2 | 6 | Jun 26, 2026 |
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| Automatic Meter Reading Recognition | 2 | 1 | Feb 18, 2026 |
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| Few-shot Image Segmentation | 2 | 1 | Feb 18, 2026 |
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| Brain region classification | 2 | 1 | Feb 21, 2026 |
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| Defect surface detection | 2 | 1 | Feb 18, 2026 |
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| Data Reconstruction Attack | 2 | 2 | May 18, 2026 |
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| Video-based Facial Expression Recognition | 2 | 2 | Feb 18, 2026 |
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| Prerequisite Chain Learning | 2 | 1 | Feb 18, 2026 |
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| Optimal Adversary Problems | 2 | 1 | Feb 18, 2026 |
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