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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 |
|---|---|---|---|---|
| Alcohol-related impairment detection | 1 | 1 | Feb 19, 2026 | |
| Word-level lip reading | 1 | 2 | Feb 18, 2026 | |
| Infographic Reconstruction | 1 | 1 | Feb 19, 2026 | |
| Skull-stripping | 1 | 1 | Feb 18, 2026 | |
| Advertising Video Understanding | 1 | 1 | Feb 19, 2026 | |
| Salient Object Contour Detection | 1 | 1 | Feb 18, 2026 | |
| Attribute Morphing (Smiling) | 1 | 1 | Feb 18, 2026 | |
| Cow Identification | 1 | 1 | Feb 19, 2026 | |
| Cardiac MR Segmentation |
| 1 |
| 2 |
| Jun 4, 2026 |
| Attribute Morphing (Beard) | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-frame interpolation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-modal Perception Evaluation | 1 | 4 | Jul 7, 2026 |
|---|
| CAM Generation | 1 | 2 | Feb 18, 2026 |
|---|
| Image Editing Evaluation | 1 | 1 | Feb 19, 2026 |
|---|
| Adversarial Super-Resolution targeting YOLO-20 | 1 | 1 | Feb 19, 2026 |
|---|
| Adversarial Super-Resolution | 1 | 1 | Feb 19, 2026 |
|---|
| Bacteria Detection | 1 | 1 | Feb 19, 2026 |
|---|
| Multi-view Grounding | 1 | 1 | Feb 19, 2026 |
|---|
| Scoliosis detection | 1 | 1 | Feb 18, 2026 |
|---|
| Salient Region Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Image Denoising (Speckle Noise) | 1 | 1 | Feb 18, 2026 |
|---|
| Image Denoising (Poisson Noise) | 1 | 1 | Feb 18, 2026 |
|---|
| Lung Nodule Detection | 1 | 1 | Feb 19, 2026 |
|---|
| Image Denoising (Spatially-correlated Noise) | 1 | 1 | Feb 18, 2026 |
|---|
| Image Denoising (Salt & Pepper Noise) | 1 | 1 | Feb 18, 2026 |
|---|