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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 |
|---|---|---|---|---|
| Action Step Localization | 3 | 8 | Feb 27, 2026 | |
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 | |
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 | |
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 | |
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 | |
| Pose-guided Human Image Generation | 3 | 4 | Jun 8, 2026 | |
| Boundary Reconstruction | 3 | 1 | Feb 18, 2026 | |
| Symmetry axis detection | 3 | 1 | Feb 18, 2026 | |
| SSL Backdoor Attack |
| 3 |
| 1 |
| Mar 4, 2026 |
| Letter Recognition | 3 | 2 | Jun 25, 2026 |
|---|
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Video-based Human Mesh Recovery | 3 | 2 | Feb 18, 2026 |
|---|
| Temporal Action Classification | 3 | 2 | Apr 27, 2026 |
|---|
| One-shot Video Object Segmentation | 3 | 3 | Feb 18, 2026 |
|---|
| Point Cloud Colorization | 3 | 1 | Feb 18, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 |
|---|
| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 |
|---|
| Face Image Super-resolution | 3 | 3 | Feb 18, 2026 |
|---|
| Cardiac ultrasound segmentation | 3 | 4 | Apr 23, 2026 |
|---|
| Spatial-Temporal Reasoning | 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 |
|---|
| Speech to gesture translation | 3 | 1 | Feb 18, 2026 |
|---|