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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 |
|---|---|---|---|---|
| Surgical Tool Classification | 2 | 1 | Feb 18, 2026 | |
| Camera-LiDAR Calibration | 2 | 1 | Feb 21, 2026 | |
| 3D Situated Question Answering | 2 | 7 | Feb 18, 2026 | |
| Ordinal Consistency Evaluation | 2 | 1 | Feb 21, 2026 | |
| Simultaneous Multi-UAV Navigation and Collision Avoidance | 2 | 1 | Feb 21, 2026 | |
| Action Phase Progression | 2 | 1 | Feb 18, 2026 | |
| Image Virtual Try-on | 2 | 5 | Apr 10, 2026 | |
| Heading Angle Prediction | 2 |
| 1 |
| Feb 21, 2026 |
| Direct Answer Visual Question Answering | 2 | 4 | Apr 2, 2026 |
|---|
| Visuomotor Manipulation | 2 | 1 | Feb 21, 2026 |
|---|
| Diffuse Albedo Estimation | 2 | 2 | Feb 20, 2026 |
|---|
| HSI Restoration Average | 2 | 1 | Feb 20, 2026 |
|---|
| Lane Tracking | 2 | 2 | Apr 28, 2026 |
|---|
| Extrinsic Camera-LiDAR Calibration | 2 | 1 | Feb 21, 2026 |
|---|
| Tumor localization | 2 | 5 | May 19, 2026 |
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| Language-guided grasp detection | 2 | 1 | Feb 21, 2026 |
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| Generic Segmentation | 2 | 2 | Feb 18, 2026 |
|---|
| Functional Scene Graph Construction | 2 | 1 | Feb 21, 2026 |
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| Micro-gesture classification | 2 | 4 | Mar 18, 2026 |
|---|
| Frame-wise Semantic Risk Detection | 2 | 1 | Feb 21, 2026 |
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| LiDAR-to-Camera Calibration | 2 | 3 | Jun 1, 2026 |
|---|
| Multimodal Medical Image Segmentation | 2 | 1 | Feb 18, 2026 |
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| Hand Gesture Identification | 2 | 1 | Feb 21, 2026 |
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| Visual Trace Generation | 2 | 3 | Apr 7, 2026 |
|---|
| Deformable Object Reconstruction and Rendering | 2 | 1 | Feb 21, 2026 |
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