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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 |
|---|---|---|---|---|
| target object grounding | 2 | 1 | Feb 21, 2026 | |
| Vision-guided robotic alignment | 2 | 1 | Feb 21, 2026 | |
| Semantic Specificity Classification | 2 | 1 | Feb 18, 2026 | |
| EEG-to-Image Retrieval | 2 | 2 | May 26, 2026 | |
| Zero-shot Promptable Segmentation | 2 | 1 | Feb 18, 2026 | |
| Species Detection | 2 | 2 | May 12, 2026 | |
| OVAL-optimal robust explanation generation | 2 | 1 | Feb 21, 2026 | |
| Brain region classification | 2 | 1 | Feb 21, 2026 | |
| Pure Document OCR |
|---|
| 2 |
| 1 |
| Feb 18, 2026 |
| Multimodal Event Classification | 2 | 1 | Feb 21, 2026 |
|---|
| Standard robust explanation computation | 2 | 1 | Feb 21, 2026 |
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| Data Reconstruction Attack | 2 | 2 | May 18, 2026 |
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| Sequential Image Recognition | 2 | 2 | Feb 18, 2026 |
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| Multi-view Anomaly Detection | 2 | 1 | Feb 21, 2026 |
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| Video Motion Customization | 2 | 2 | Jul 9, 2026 |
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| Uniform deblurring | 2 | 1 | Feb 21, 2026 |
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| CVLT Score Prediction | 2 | 1 | Feb 21, 2026 |
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| Gender Obfuscation | 2 | 1 | Feb 21, 2026 |
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| Dense Pose Prediction | 2 | 1 | Feb 18, 2026 |
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| Image Selection | 2 | 2 | Feb 27, 2026 |
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| Image Manifold Transfer | 2 | 1 | Feb 21, 2026 |
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| UAV-based smart farming trajectory planning | 2 | 1 | Feb 21, 2026 |
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| Physical Plausibility and Subject Deformity | 2 | 1 | Feb 21, 2026 |
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| Multimodal Perception and Cognition | 2 | 38 | Jul 3, 2026 |
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| Absolute Position Prediction | 2 | 1 | Feb 21, 2026 |
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