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 |
|---|---|---|---|---|
| 3D Character Geometry Reconstruction | 3 | 1 | Feb 18, 2026 | |
| Caption-level correlation with human judgment | 3 | 2 | Feb 18, 2026 | |
| Despeckling | 3 | 2 | May 26, 2026 | |
| Abnormalities Localization | 3 | 1 | Feb 18, 2026 | |
| Stimulus Classification | 3 | 1 | Mar 4, 2026 | |
| Multi-modal Tracking | 3 | 2 | Mar 17, 2026 | |
| Lung Nodule Malignancy Prediction | 3 | 3 | Mar 18, 2026 | |
| Removal | 3 | 3 | Jun 24, 2026 | |
| Multispectral Demosaicing |
| 3 |
| 1 |
| Mar 4, 2026 |
| Event-based Image Classification | 3 | 3 | May 12, 2026 |
|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
|---|
| Color Denoising | 3 | 5 | Mar 30, 2026 |
|---|
| Pseudo-label generation quality | 3 | 1 | Mar 18, 2026 |
|---|
| Fisheye Image Rectification | 3 | 1 | Feb 18, 2026 |
|---|
| Spatio-Temporal Video Super-Resolution | 3 | 2 | May 14, 2026 |
|---|
| Concept Classification | 3 | 2 | Mar 24, 2026 |
|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
|---|
| Cardiac ultrasound segmentation | 3 | 4 | Apr 23, 2026 |
|---|
| Visual Information Retrieval | 3 | 3 | Jun 11, 2026 |
|---|
| User-Generated Content Video Quality Assessment | 3 | 2 | Feb 18, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Classifier-guided posterior sampling | 3 | 1 | Feb 18, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 |
|---|