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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 |
|---|---|---|---|---|
| Spoofing Region Localization | 2 | 1 | Feb 21, 2026 | |
| Ordinal Consistency Evaluation | 2 | 1 | Feb 21, 2026 | |
| Camera-LiDAR Calibration | 2 | 1 | Feb 21, 2026 | |
| Simultaneous Multi-UAV Navigation and Collision Avoidance | 2 | 1 | Feb 21, 2026 | |
| Micro-gesture classification | 2 | 4 | Mar 18, 2026 | |
| Watermark Imperceptibility | 2 | 1 | Feb 20, 2026 | |
| Esophageal Varices Grading | 2 | 1 | Feb 20, 2026 | |
| Concept Fusion | 2 | 1 | Feb 20, 2026 | |
| multi-class renal anomaly classification |
| 2 |
| 1 |
| Feb 21, 2026 |
| Spatial Transcription | 2 | 1 | Feb 21, 2026 |
|---|
| Visuomotor Manipulation | 2 | 1 | Feb 21, 2026 |
|---|
| Heading Angle Prediction | 2 | 1 | Feb 21, 2026 |
|---|
| Lane Tracking | 2 | 2 | Apr 28, 2026 |
|---|
| Extrinsic Camera-LiDAR Calibration | 2 | 1 | Feb 21, 2026 |
|---|
| Language-guided grasp detection | 2 | 1 | Feb 21, 2026 |
|---|
| Frame-wise Semantic Risk Detection | 2 | 1 | Feb 21, 2026 |
|---|
| Functional Scene Graph Construction | 2 | 1 | Feb 21, 2026 |
|---|
| Sketch Vectorization | 2 | 1 | Feb 18, 2026 |
|---|
| LiDAR-to-Camera Calibration | 2 | 3 | Jun 1, 2026 |
|---|
| Video-wise Identification | 2 | 1 | Feb 18, 2026 |
|---|
| Hand Gesture Identification | 2 | 1 | Feb 21, 2026 |
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| Landmark identification | 2 | 2 | Feb 23, 2026 |
|---|
| NIR image colorization | 2 | 1 | Feb 18, 2026 |
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| Visual Trace Generation | 2 | 3 | Apr 7, 2026 |
|---|
| MRI Image Reconstruction | 2 | 2 | Feb 21, 2026 |
|---|