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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 |
|---|---|---|---|---|
| fMRI Task Classification | 1 | 1 | Feb 18, 2026 | |
| End-Systole (ES) detection | 1 | 1 | Feb 21, 2026 | |
| Plus Disease (Binary Vascular) | 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 | |
| Toy-Match | 1 | 1 | Feb 21, 2026 | |
| PPE-violation reasoning and localization | 1 | 1 | Jul 8, 2026 | |
| Universal Segmentation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Findings-Diagnosis | 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 |
|---|
| 3D Scene Decomposition | 1 | 1 | Feb 18, 2026 |
|---|
| Cross-time registration | 1 | 1 | Feb 21, 2026 |
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| Task-oriented image transmission | 1 | 1 | Feb 21, 2026 |
|---|
| Hand Mask Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Box-to-image generation | 1 | 1 | Feb 18, 2026 |
|---|
| Digital Image Correlation | 1 | 1 | Feb 21, 2026 |
|---|
| Instance-mask-to-image generation | 1 | 1 | Feb 18, 2026 |
|---|
| Screen-shooting Resilient Watermarking | 1 | 1 | Feb 21, 2026 |
|---|
| Hyperspectral Image Deconvolution | 1 | 1 | Feb 21, 2026 |
|---|
| Scribble-to-image generation | 1 | 2 | Feb 22, 2026 |
|---|
| Multimodal Brain Image Registration | 1 | 1 | Feb 21, 2026 |
|---|