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 |
|---|---|---|---|---|
| Omni-modal segment captioning | 1 | 1 | Feb 18, 2026 | |
| Digitization | 1 | 1 | Feb 18, 2026 | |
| Tool Presence Detection | 1 | 3 | Feb 18, 2026 | |
| Brain Stroke Segmentation | 1 | 1 | Feb 18, 2026 | |
| Multi-modal Retinal Image Registration | 1 | 1 | Feb 18, 2026 | |
| Outdoor Semantic Segmentation | 1 | 3 | Apr 14, 2026 | |
| Image Similarity Scoring | 1 | 1 | Mar 16, 2026 | |
| Instance Shadow Segmentation | 1 | 1 | Feb 18, 2026 | |
| 2D Surface Reconstruction |
| 1 |
| 1 |
| Feb 18, 2026 |
| 2D Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Rib Fracture Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Occluded Hand Joint Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Locate (inconsistent QA pairs) | 1 | 1 | Feb 18, 2026 |
|---|
| Dense Open-set Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Video Part Segmentation | 1 | 4 | Jun 23, 2026 |
|---|
| Video Captioning Hallucination Identification | 1 | 1 | Feb 18, 2026 |
|---|
| Map-free Visual Relocalization | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Question Answering (Perception) | 1 | 1 | Feb 18, 2026 |
|---|
| Continuous Affect Perception | 1 | 1 | Feb 18, 2026 |
|---|
| Interactive 2D Image Segmentation | 1 | 2 | Mar 13, 2026 |
|---|
| 2D Vision Reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| Two-view Depth Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Human keypoint localization | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Hallucination Mitigation | 1 | 1 | Feb 18, 2026 |
|---|
| Social Group Activity Recognition | 1 | 1 | Feb 18, 2026 |
|---|