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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 |
|---|---|---|---|---|
| Knowledge-Based Visual Question Answering (Multiple Choice) | 2 | 1 | Feb 18, 2026 | |
| Hand Gesture Identification | 2 | 1 | Feb 21, 2026 | |
| Time awareness video understanding | 2 | 1 | Feb 18, 2026 | |
| 3D Hand Mesh Estimation | 2 | 1 | Feb 18, 2026 | |
| Visual Trace Generation | 2 | 3 | Apr 7, 2026 | |
| 3D Interacting Hand Mesh Estimation | 2 | 1 | Feb 18, 2026 | |
| Blind Motion Deblurring | 2 | 2 | Feb 18, 2026 | |
| Video-to-Action Retrieval | 2 | 1 | Feb 18, 2026 | |
| Deformable Object Reconstruction and Rendering |
| 2 |
| 1 |
| Feb 21, 2026 |
| Tumor Screening | 2 | 2 | Feb 20, 2026 |
|---|
| Lane Line Map Construction | 2 | 1 | Feb 21, 2026 |
|---|
| Lesion Detection and Classification | 2 | 1 | Feb 18, 2026 |
|---|
| Multiview Pedestrian Detection | 2 | 6 | Jul 2, 2026 |
|---|
| Simultaneous Multi-UAV Navigation and Collision Avoidance | 2 | 1 | Feb 21, 2026 |
|---|
| Fine-grained Object Detection | 2 | 2 | May 25, 2026 |
|---|
| Unsupervised Temporal Action Segmentation | 2 | 4 | Apr 24, 2026 |
|---|
| Aerial Vision-Language Navigation | 2 | 2 | Mar 12, 2026 |
|---|
| Canny edge-conditioned image generation | 2 | 2 | Jun 30, 2026 |
|---|
| Pedestrian Localization | 2 | 2 | Jun 18, 2026 |
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| Lane Graph Extraction | 2 | 2 | Feb 18, 2026 |
|---|
| Open-Vocabulary Object Retrieval | 2 | 1 | Feb 21, 2026 |
|---|
| Inter-session place recognition | 2 | 2 | Mar 5, 2026 |
|---|
| Episodic multi-task classification | 2 | 1 | Feb 18, 2026 |
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| target object grounding | 2 | 1 | Feb 21, 2026 |
|---|
| CNN Inference Acceleration | 2 | 2 | Feb 19, 2026 |
|---|