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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 |
|---|---|---|---|---|
| Edge Detection | 33 | 26 | Jun 11, 2026 | |
| 3D Human Pose and Shape Estimation | 33 | 44 | Apr 28, 2026 | |
| Video Deblurring | 33 | 23 | Apr 13, 2026 | |
| Prostate Segmentation | 33 | 27 | Jun 16, 2026 | |
| Multimodal Emotion Recognition | 33 | 30 | Jul 9, 2026 | |
| Average Treatment Effect Estimation | 33 | 12 | Jun 4, 2026 | |
| Molecular Property Optimization | 33 | 7 | Jun 1, 2026 | |
| Albedo Estimation | 33 | 24 | Jul 1, 2026 | |
| Session-based recommendation | 33 | 18 | Jun 26, 2026 |
| Controllable Image Generation | 33 | 19 | Jul 1, 2026 |
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| Symbolic Execution | 33 | 1 | Jun 30, 2026 |
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| Matrix Generation | 33 | 1 | Apr 29, 2026 |
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| Audio Watermarking | 33 | 7 | Jun 23, 2026 |
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| PickCube | 33 | 8 | Jul 2, 2026 |
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| Data Stream Classification | 33 | 4 | Apr 7, 2026 |
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| Hand Gesture Recognition | 33 | 28 | Jun 2, 2026 |
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| STEM Reasoning | 33 | 21 | Jul 2, 2026 |
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| Alzheimer's disease classification | 32 | 17 | Jun 15, 2026 |
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| Robot Pose Estimation | 32 | 6 | Apr 16, 2026 |
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| Locomotion Control | 32 | 10 | May 18, 2026 |
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| Prompt Optimization | 32 | 13 | Jun 24, 2026 |
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| Alignment | 32 | 24 | Jul 7, 2026 |
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| Model Calibration | 32 | 30 | Jul 3, 2026 |
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| Legal Reasoning | 32 | 26 | Jun 30, 2026 |
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| Whole Slide Image classification | 32 | 29 | Jul 3, 2026 |
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