Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 | |
| Open-Vocabulary 3D Object Detection | 3 | 2 | Feb 27, 2026 | |
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 | |
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 | |
| Classifier-guided posterior sampling | 3 | 1 | Feb 18, 2026 | |
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 | |
| 4D Panoptic Segmentation | 3 | 6 | Feb 20, 2026 | |
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 | |
| Document Layout Detection |
| 3 |
| 2 |
| Apr 28, 2026 |
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Face Segmentation | 3 | 4 | Feb 19, 2026 |
|---|
| Image-to-point cloud registration | 3 | 3 | May 11, 2026 |
|---|
| Cirrhosis Classification | 3 | 1 | Feb 18, 2026 |
|---|
| MIL Explanation | 3 | 1 | Feb 18, 2026 |
|---|
| Multi-object grounding | 3 | 3 | Apr 27, 2026 |
|---|
| BEV Detection | 3 | 3 | Mar 31, 2026 |
|---|
| Similarity Confidence | 3 | 1 | Mar 4, 2026 |
|---|
| Structure and appearance control | 3 | 1 | Feb 18, 2026 |
|---|
| Pointing localization | 3 | 5 | Feb 18, 2026 |
|---|
| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 |
|---|
| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 |
|---|
| Video Amodal Segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Pose-guided Person Image Generation | 3 | 2 | Feb 18, 2026 |
|---|
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 |
|---|
| RoI-level Breast Cancer Tumor Subtyping | 3 | 1 | Mar 4, 2026 |
|---|