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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 |
|---|---|---|---|---|
| Infographic Visual Question Answering | 3 | 13 | Jul 7, 2026 | |
| Human Motion Editing | 3 | 4 | May 21, 2026 | |
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 | |
| Single-image Relighting | 3 | 3 | May 19, 2026 | |
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 | |
| Layout Analysis | 3 | 3 | Mar 27, 2026 | |
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 | |
| Deep Image Clustering | 3 | 1 | Feb 18, 2026 | |
| Multispectral Demosaicing |
| 3 |
| 1 |
| Mar 4, 2026 |
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Deictic Object Segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Chart Information Extraction | 3 | 1 | Feb 18, 2026 |
|---|
| Debugging Effectiveness Estimation | 3 | 1 | Feb 18, 2026 |
|---|
| 3D Multi-person Pose Estimation (In-domain) | 3 | 1 | Feb 18, 2026 |
|---|
| Driving Scene Generation | 3 | 6 | Jul 8, 2026 |
|---|
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 |
|---|
| Copy detection | 3 | 5 | Feb 22, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Count | 3 | 3 | May 18, 2026 |
|---|
| Similarity Confidence | 3 | 1 | Mar 4, 2026 |
|---|
| Video Subject Swapping | 3 | 1 | Feb 18, 2026 |
|---|
| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 |
|---|
| RoI-level Breast Cancer Tumor Subtyping | 3 | 1 | Mar 4, 2026 |
|---|
| Across-task Surgical Skill Assessment | 3 | 1 | Mar 4, 2026 |
|---|
| Surgical Skill Assessment (Knot Tying) | 3 | 1 | Mar 4, 2026 |
|---|