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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 |
|---|---|---|---|---|
| Fine-grained Data Attribution | 2 | 1 | Feb 23, 2026 | |
| Body Part Abnormality Detection | 2 | 1 | Feb 27, 2026 | |
| Annotation | 2 | 2 | Jun 2, 2026 | |
| Transparent Object Segmentation | 2 | 1 | Feb 18, 2026 | |
| Polyp Image Segmentation | 2 | 3 | May 18, 2026 | |
| Object Counting and Detection | 2 | 1 | Feb 18, 2026 | |
| Video Surface Normal Estimation | 2 | 6 | Jun 30, 2026 | |
| Shape | 2 | 1 | Feb 18, 2026 | |
| Semantic-based Part Segmentation |
| 2 |
| 1 |
| Feb 18, 2026 |
| Grayscale image JPEG compression artifact removal | 2 | 1 | Feb 18, 2026 |
|---|
| Model Explainability Faithfulness | 2 | 1 | Feb 23, 2026 |
|---|
| Driving Video Multi-Choice Question Answering | 2 | 1 | Feb 23, 2026 |
|---|
| Mobility-based Part Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Color Image JPEG Compression Artifact Removal | 2 | 1 | Feb 18, 2026 |
|---|
| Static Reconstruction with Dynamic Suppression | 2 | 1 | Mar 25, 2026 |
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| Correspondence Tracking | 2 | 2 | Mar 27, 2026 |
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| Burst Low-Light Image Enhancement | 2 | 2 | Feb 18, 2026 |
|---|
| Single RGB frame reconstruction | 2 | 1 | Feb 25, 2026 |
|---|
| Any-Point Visual Navigation | 2 | 1 | Feb 24, 2026 |
|---|
| HER2 status classification | 2 | 3 | Apr 20, 2026 |
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| Human Texture Reconstruction | 2 | 2 | Mar 6, 2026 |
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| Unsupervised Representation Learning | 2 | 1 | Feb 18, 2026 |
|---|
| Region-level instance understanding | 2 | 1 | Feb 18, 2026 |
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| Abstract Visual Reasoning Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Category-level 6D Pose and Size Estimation | 2 | 1 | Feb 22, 2026 |
|---|