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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 |
|---|---|---|---|---|
| Force Prediction (uSkin to TacTip) | 1 | 1 | Feb 21, 2026 | |
| Dysplasia level classification | 1 | 1 | Feb 21, 2026 | |
| Visual Commonsense Generation | 1 | 1 | Feb 18, 2026 | |
| Image Colouration | 1 | 1 | Feb 21, 2026 | |
| COVID-19 Infection Percentage estimation | 1 | 1 | Jul 8, 2026 | |
| Video compression downsampling | 1 | 1 | Feb 21, 2026 | |
| Embryo Stage Classification | 1 | 1 | Feb 18, 2026 | |
| In-situ Digital Image Correlation (DIC) | 1 | 1 | Feb 21, 2026 |
| Binary Predicate Prediction | 1 | 1 | Feb 18, 2026 |
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| 3D Scene Decomposition | 1 | 1 | Feb 18, 2026 |
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| Cross-time registration | 1 | 1 | Feb 21, 2026 |
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| Task-oriented image transmission | 1 | 1 | Feb 21, 2026 |
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| Hand Mask Segmentation | 1 | 1 | Feb 18, 2026 |
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| Box-to-image generation | 1 | 1 | Feb 18, 2026 |
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| Digital Image Correlation | 1 | 1 | Feb 21, 2026 |
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| Instance-mask-to-image generation | 1 | 1 | Feb 18, 2026 |
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| Screen-shooting Resilient Watermarking | 1 | 1 | Feb 21, 2026 |
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| Hyperspectral Image Deconvolution | 1 | 1 | Feb 21, 2026 |
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| Scribble-to-image generation | 1 | 2 | Feb 22, 2026 |
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| Multimodal Brain Image Registration | 1 | 1 | Feb 21, 2026 |
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| Defocus De-blurring | 1 | 1 | Feb 21, 2026 |
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| Raw image de-noising | 1 | 1 | Feb 21, 2026 |
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| Face Texture Reconstruction | 1 | 1 | Feb 18, 2026 |
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| Image De-noising | 1 | 1 | Feb 21, 2026 |
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| Box-conditioned Image Generation | 1 | 1 | Feb 18, 2026 |
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