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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Table Querying | 1 | 1 | Feb 18, 2026 | |
| Visual Question Answering (Edit Inspection) | 1 | 1 | Feb 18, 2026 | |
| Grad-CAM Evaluation | 1 | 1 | Feb 18, 2026 | |
| 3D Hand Shape and Color Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Table Detection + Table Querying | 1 | 1 | Feb 18, 2026 | |
| Robotic Grasp Recognition | 1 | 1 | Feb 18, 2026 | |
| 3D Local Feature Extraction | 1 | 1 | Feb 18, 2026 | |
| Color reconstruction | 1 | 1 | Feb 18, 2026 | |
| Semantic keypoint transfer |
| 1 |
| 3 |
| Feb 18, 2026 |
| Egocentric Repetitive Action Counting | 1 | 1 | Feb 18, 2026 |
|---|
| Chinese Handwriting Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Atlas-based Medical Image Registration | 1 | 1 | Feb 18, 2026 |
|---|
| Detailed Description | 1 | 2 | May 29, 2026 |
|---|
| Multiple Choice VideoQA | 1 | 3 | Feb 19, 2026 |
|---|
| Dense Correspondence | 1 | 1 | Feb 18, 2026 |
|---|
| Open-Ended VideoQA | 1 | 2 | Feb 18, 2026 |
|---|
| Image Deburring | 1 | 1 | Feb 18, 2026 |
|---|
| Prefix Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Ejection Fraction regression | 1 | 1 | Feb 18, 2026 |
|---|
| Overall Audio-Visual Question Answering | 1 | 2 | Feb 18, 2026 |
|---|
| Text-based position localization | 1 | 3 | Apr 3, 2026 |
|---|
| Digitization | 1 | 1 | Feb 18, 2026 |
|---|
| Document Dewarping | 1 | 2 | Feb 18, 2026 |
|---|
| Ego-centric Visual Reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| Semantic Segmentation Boundary Alignment | 1 | 2 | Feb 18, 2026 |
|---|