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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 |
|---|---|---|---|---|
| Scene Comprehension | 2 | 1 | Feb 18, 2026 | |
| Binary forgery detection | 2 | 1 | Mar 4, 2026 | |
| Image-to-Image | 2 | 1 | Feb 22, 2026 | |
| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 | |
| Visual Counterfactual Explanation (Age) | 2 | 1 | Feb 24, 2026 | |
| Paragraph Recognition | 2 | 1 | Feb 22, 2026 | |
| 3D Shape Attribute Classification | 2 | 1 | Feb 18, 2026 | |
| Light-effects suppression | 2 | 1 | Feb 18, 2026 | |
| Implicit Image Representation |
| 2 |
| 2 |
| Apr 28, 2026 |
| Language Grounding | 2 | 2 | Mar 10, 2026 |
|---|
| Natural Image Matting | 2 | 3 | Feb 20, 2026 |
|---|
| Video-level crowd counting | 2 | 1 | Feb 22, 2026 |
|---|
| OCT to OCTA translation | 2 | 1 | Feb 18, 2026 |
|---|
| OCT to OCTA Image Translation | 2 | 1 | Feb 18, 2026 |
|---|
| 4D Reconstruction and Depth Prediction | 2 | 1 | Feb 22, 2026 |
|---|
| Analyzing sub-task | 2 | 1 | Feb 18, 2026 |
|---|
| Flake Detection | 2 | 1 | Feb 22, 2026 |
|---|
| Task Negation | 2 | 3 | May 20, 2026 |
|---|
| Affine Image Registration | 2 | 1 | Feb 22, 2026 |
|---|
| Video Copy Detection | 2 | 2 | Apr 24, 2026 |
|---|
| Watermarked Image Quality Assessment | 2 | 1 | Feb 18, 2026 |
|---|
| Language-Guided Video Instance Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Privacy-Preserving Image Classification | 2 | 1 | Feb 18, 2026 |
|---|
| Motion Quality Assessment | 2 | 2 | Feb 24, 2026 |
|---|
| Reconstruction Robustness | 2 | 1 | Feb 18, 2026 |
|---|