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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 |
|---|---|---|---|---|
| 5-way few-shot action recognition | 2 | 1 | Feb 24, 2026 | |
| Landmark Recognition | 2 | 1 | Feb 18, 2026 | |
| Concept Activation Analysis | 2 | 1 | Feb 24, 2026 | |
| Symmetry Detection | 2 | 1 | Feb 18, 2026 | |
| Joint Demosaicking and Denoising | 2 | 1 | Feb 18, 2026 | |
| Handwriting Detection | 2 | 1 | Feb 24, 2026 | |
| Annotation | 2 | 2 | Jun 2, 2026 | |
| Joint Denoising and Demosaicking | 2 | 2 | Jul 2, 2026 | |
| Measurement | 2 | 2 | Mar 27, 2026 | |
| Hand Instance Segmentation |
| 2 |
| 1 |
| Feb 27, 2026 |
| Fine-grained Data Attribution | 2 | 1 | Feb 23, 2026 |
|---|
| XAI Attribution Map Evaluation | 2 | 1 | Feb 23, 2026 |
|---|
| Edge-preserving image smoothing | 2 | 2 | Feb 20, 2026 |
|---|
| Driving Video Multi-Choice Question Answering | 2 | 1 | Feb 23, 2026 |
|---|
| Figure-ground motion segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Model Explainability Faithfulness | 2 | 1 | Feb 23, 2026 |
|---|
| 20-way Few-Shot Image Classification | 2 | 2 | Feb 27, 2026 |
|---|
| Paragraph Recognition | 2 | 1 | Feb 22, 2026 |
|---|
| Image Recoloring | 2 | 1 | Feb 22, 2026 |
|---|
| Image Warping | 2 | 1 | Feb 22, 2026 |
|---|
| Image Super-Resolution (x4) | 2 | 2 | May 26, 2026 |
|---|
| Face Naming | 2 | 1 | Feb 22, 2026 |
|---|
| Multi-condition Human Motion Synthesis | 2 | 1 | Feb 18, 2026 |
|---|
| Aligned Albedo Estimation | 2 | 2 | Jul 1, 2026 |
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| 2D DXA bone mask overlap | 2 | 1 | Feb 18, 2026 |
|---|