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 |
|---|---|---|---|---|
| RoI-level Breast Cancer Tumor Subtyping | 3 | 1 | Mar 4, 2026 | |
| Downstream evaluation | 3 | 3 | Jun 4, 2026 | |
| Surgical Skill Assessment (Knot Tying) | 3 | 1 | Mar 4, 2026 | |
| 3D Open-vocabulary Semantic Segmentation | 3 | 3 | May 29, 2026 | |
| Plate Counting and Localization | 3 | 1 | Feb 18, 2026 | |
| Personalized Image Editing | 3 | 2 | Feb 20, 2026 | |
| Across-task Surgical Skill Assessment | 3 | 1 | Mar 4, 2026 | |
| Open-Ended Audio-Video QA | 3 |
| 1 |
| Feb 18, 2026 |
| Text-driven Image Manipulation | 3 | 2 | Feb 18, 2026 |
|---|
| Cross-view Geo-localization (Satellite to Drone) | 3 | 4 | May 12, 2026 |
|---|
| Image-Text Scoring Variability Analysis | 3 | 1 | May 11, 2026 |
|---|
| Ejection Fraction Estimation | 3 | 3 | Jun 23, 2026 |
|---|
| 3D Scene Watermarking and Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| General Multi-task Language and Vision Understanding | 3 | 1 | May 11, 2026 |
|---|
| 360° Panoramic LiDAR Single-Session Place Recognition | 3 | 1 | Jul 9, 2026 |
|---|
| Gaze behavior detection | 3 | 1 | Apr 7, 2026 |
|---|
| Multimodal Embedding | 3 | 7 | Jun 12, 2026 |
|---|
| Near Out-of-Distribution Detection | 3 | 2 | Apr 14, 2026 |
|---|
| Saliency Map Faithfulness | 3 | 1 | Mar 10, 2026 |
|---|
| Long-horizon multi-task Human-Object Interaction | 3 | 1 | Mar 5, 2026 |
|---|
| Grounded Visual Question Answering | 3 | 4 | Apr 21, 2026 |
|---|
| Full heart segmentation | 3 | 2 | May 12, 2026 |
|---|
| Human Motion Composition | 3 | 2 | Feb 21, 2026 |
|---|
| Facial Stylization | 3 | 1 | Feb 18, 2026 |
|---|
| Cross-contrast MR image translation | 2 | 2 | Apr 15, 2026 |
|---|