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 |
|---|---|---|---|---|
| Visual Question Generation | 5 | 3 | Jun 15, 2026 | |
| Referring Expression Object Segmentation | 5 | 3 | Apr 23, 2026 | |
| Multi-Class Out-of-Distribution Detection | 5 | 6 | May 26, 2026 | |
| Referring Description | 5 | 3 | Feb 27, 2026 | |
| Multi-modal Manipulation Detection and Grounding | 5 | 2 | Mar 13, 2026 | |
| Cooperative Perception | 5 | 3 | May 4, 2026 | |
| Visualization Generation | 5 | 2 | Apr 14, 2026 | |
| Medical Imaging Classification | 5 | 3 | Jul 7, 2026 |
| Image Stylization | 5 | 4 | Apr 13, 2026 |
|---|
| 3D Head Avatar Reconstruction | 5 | 7 | May 6, 2026 |
|---|
| Image Classification (Inference) | 5 | 2 | Apr 2, 2026 |
|---|
| Location Prediction | 5 | 3 | Jun 9, 2026 |
|---|
| Concept Recognition | 5 | 3 | May 12, 2026 |
|---|
| High-Resolution Visual Perception | 5 | 10 | Jul 2, 2026 |
|---|
| Phrase Localization | 5 | 7 | Feb 18, 2026 |
|---|
| Degradation Estimation | 5 | 2 | Feb 21, 2026 |
|---|
| Exemplar-based Image Editing | 5 | 2 | May 11, 2026 |
|---|
| Visual Logical Reasoning | 5 | 11 | Apr 28, 2026 |
|---|
| Zero-shot Video Object Segmentation | 5 | 3 | Feb 18, 2026 |
|---|
| Gender Prediction | 5 | 3 | Apr 13, 2026 |
|---|
| General Visual Reasoning | 5 | 9 | Jul 2, 2026 |
|---|
| Thermal-to-visible Face Recognition | 5 | 1 | Feb 18, 2026 |
|---|
| Action Caption | 5 | 1 | Feb 25, 2026 |
|---|
| Albedo Prediction | 5 | 3 | May 7, 2026 |
|---|
| Unsupervised Change Detection | 5 | 1 | Feb 25, 2026 |
|---|