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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 |
|---|---|---|---|---|
| Camera Registration | 1 | 1 | Feb 18, 2026 | |
| Panoptic LiDAR Segmentation | 1 | 1 | Feb 18, 2026 | |
| Glyph Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Semantic symbol spotting | 1 | 1 | Feb 18, 2026 | |
| Grasp Affordance Prediction | 1 | 1 | Feb 18, 2026 | |
| Instance Symbol Spotting | 1 | 1 | Feb 18, 2026 | |
| Temporal Action Parsing | 1 | 1 | Feb 18, 2026 | |
| Spatial Action Parsing | 1 | 1 | Feb 18, 2026 | |
| Multimodal Numerical Reasoning |
| 1 |
| 1 |
| Feb 18, 2026 |
| Class Incremental Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| RGB-to-RGB Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Infrared-to-RGB Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Sketch-to-RGB Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Pose Keypoint Propagation | 1 | 2 | Feb 18, 2026 |
|---|
| Per-facet Video Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Perception Evaluation | 1 | 2 | Feb 18, 2026 |
|---|
| Fine-grained 3D Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| College-level Multimodal Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Semantic Propagation | 1 | 1 | Feb 18, 2026 |
|---|
| Fine-grained 3D Instance Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Motion prediction and planning | 1 | 1 | Feb 18, 2026 |
|---|
| Future Pose Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Part Instance Propagation | 1 | 1 | Feb 18, 2026 |
|---|
| Identity | 1 | 1 | Feb 18, 2026 |
|---|
| Single-garment try-on | 1 | 1 | Feb 18, 2026 |
|---|