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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 |
|---|---|---|---|---|
| Unsupervised Vehicle Re-identification | 1 | 1 | Feb 18, 2026 | |
| Action Unit Intensity Estimation | 1 | 1 | Feb 18, 2026 | |
| Table Structure Recognition and Functional Analysis | 1 | 1 | Feb 18, 2026 | |
| Action Unit Intensity Editing | 1 | 1 | Feb 18, 2026 | |
| Diffuse Albedo Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Specular Albedo Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Controllable Scene Generation | 1 | 1 | Feb 18, 2026 | |
| Skeleton-based Gesture Recognition | 1 | 1 | Feb 18, 2026 | |
| Motion Synthesis Diversity |
| 1 |
| 1 |
| Feb 18, 2026 |
| Omnidirectional Stereo Depth Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Non-rigid tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Pose Denoising | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal Referring and Grounding | 1 | 1 | Feb 18, 2026 |
|---|
| Nighttime dynamic scene imaging | 1 | 1 | Feb 18, 2026 |
|---|
| Backlight Image Enhancement | 1 | 4 | May 13, 2026 |
|---|
| Reasoning-based 3D Human Pose Estimation | 1 | 2 | Feb 18, 2026 |
|---|
| BEV Vehicle Segmentation (LiDAR) | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Human Pose Generation (Retrieval) | 1 | 1 | Feb 18, 2026 |
|---|
| Individual Activity Recognition | 1 | 3 | Feb 25, 2026 |
|---|
| Bird's-Eye-View Vehicle Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Speculative 3D Human Pose Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Clustering (Shape) | 1 | 1 | Feb 18, 2026 |
|---|
| Gastrointestinal Lesion Detection | 1 | 1 | Feb 18, 2026 |
|---|
| ISUP Grade Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Clustering (Identity) | 1 | 2 | Feb 18, 2026 |
|---|