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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 |
|---|---|---|---|---|
| Real-world Multimodal Interaction | 2 | 2 | Feb 20, 2026 | |
| Version Identification | 2 | 1 | Feb 18, 2026 | |
| Layer Segmentation | 2 | 3 | Jul 1, 2026 | |
| driver-position | 2 | 3 | Jun 23, 2026 | |
| Vision-Language Captioning | 2 | 1 | Feb 22, 2026 | |
| Roadside LiDAR Background Subtraction | 2 | 1 | Feb 22, 2026 | |
| Audio-Video reconstruction | 2 | 1 | Feb 18, 2026 | |
| Semantic Labelling | 2 | 1 | Feb 18, 2026 | |
| Semantic-level object discovery |
| 2 |
| 1 |
| Feb 18, 2026 |
| Instance-level property prediction | 2 | 1 | Feb 18, 2026 |
|---|
| Gaussian Blur Restoration | 2 | 1 | Feb 18, 2026 |
|---|
| search green boxes | 2 | 2 | Apr 14, 2026 |
|---|
| Motion Blur Restoration | 2 | 1 | Feb 18, 2026 |
|---|
| Facial manipulation detection | 2 | 1 | Feb 18, 2026 |
|---|
| Super-Resolution (SRx4) | 2 | 1 | Feb 18, 2026 |
|---|
| View synthesis of integrated (steady-state) lidar images | 2 | 1 | Feb 18, 2026 |
|---|
| View synthesis of time-resolved lidar measurements | 2 | 1 | Feb 18, 2026 |
|---|
| Video Saliency and Highlight Detection | 2 | 1 | Feb 22, 2026 |
|---|
| Diverse Object Detection | 2 | 1 | Feb 27, 2026 |
|---|
| OCR Visual Question Answering | 2 | 8 | Jun 23, 2026 |
|---|
| Articulated Shape Reconstruction | 2 | 2 | Mar 4, 2026 |
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| General Multimodal Question Answering | 2 | 1 | Feb 22, 2026 |
|---|
| 4D MRI Reconstruction | 2 | 1 | Feb 18, 2026 |
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| Visual Persuasion Choice Prediction | 2 | 1 | Feb 22, 2026 |
|---|
| Multimodal Reasoning and Mathematics | 2 | 1 | Feb 22, 2026 |
|---|