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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 |
|---|---|---|---|---|
| Emotion Perception and Recognition | 1 | 1 | Feb 19, 2026 | |
| Medical Image Segmentation Explainability Evaluation | 1 | 1 | Feb 19, 2026 | |
| Keypoint Semantic Consistency | 1 | 1 | Feb 18, 2026 | |
| Remote Sensing Perception and Reasoning | 1 | 1 | Apr 14, 2026 | |
| 4D Hand Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Spatial action detection | 1 | 1 | Feb 18, 2026 | |
| Speech Gesture Generation | 1 | 1 | Feb 18, 2026 | |
| Point Cloud and Road Network Mapping | 1 | 1 | Feb 19, 2026 | |
| Fill-in-the-blank Visual Question Answering |
| 1 |
| 1 |
| Feb 18, 2026 |
| Visual Wake Words Classification | 1 | 3 | Jun 17, 2026 |
|---|
| Band Completion | 1 | 1 | Feb 19, 2026 |
|---|
| All-in-one HSI Restoration | 1 | 1 | Feb 19, 2026 |
|---|
| Cross-category Fine-Grained Zero-Shot Sketch-Based Image Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| HSI Restoration | 1 | 1 | Feb 19, 2026 |
|---|
| Hand-Object Manipulation Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Image-level failure detection | 1 | 1 | Feb 18, 2026 |
|---|
| Stereo track | 1 | 1 | Feb 18, 2026 |
|---|
| Artery and Vein Segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Portrait Customization | 1 | 1 | Feb 19, 2026 |
|---|
| Pixel-level failure detection | 1 | 1 | Feb 18, 2026 |
|---|
| Universal Recontextualization | 1 | 1 | Feb 19, 2026 |
|---|
| Video Detailed Captioning | 1 | 2 | Feb 22, 2026 |
|---|
| Face Inversion | 1 | 1 | Feb 18, 2026 |
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| Speed Measurement | 1 | 1 | Feb 18, 2026 |
|---|
| Age Editing | 1 | 1 | Feb 18, 2026 |
|---|