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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 |
|---|---|---|---|---|
| Blind Image Denoising | 3 | 3 | Feb 18, 2026 | |
| Property Inference (Specific Individuals) | 3 | 1 | Feb 18, 2026 | |
| Color Video Completion | 3 | 1 | Mar 4, 2026 | |
| 3D LiDAR Point Cloud Compression | 3 | 2 | May 19, 2026 | |
| Face Classification | 3 | 3 | Jun 5, 2026 | |
| Single-agent trajectory prediction | 3 | 1 | Mar 4, 2026 | |
| Infringement Model Detection | 3 | 1 | Feb 18, 2026 | |
| Training Data Provenance Verification | 3 | 2 | Feb 25, 2026 | |
| Histopathological Image Segmentation |
| 3 |
| 2 |
| Jun 19, 2026 |
| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
|---|
| Sound Localization | 3 | 2 | Feb 18, 2026 |
|---|
| Counting Visual Question Answering | 3 | 2 | Mar 16, 2026 |
|---|
| Lesion recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Trajectory Prediction and Robot Action Planning | 3 | 1 | Feb 18, 2026 |
|---|
| 6-DoF Pose Tracking | 3 | 3 | Jul 8, 2026 |
|---|
| Face UV Texture Recovery | 3 | 1 | Feb 18, 2026 |
|---|
| Pneumonia Classification | 3 | 4 | Jun 8, 2026 |
|---|
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|
| Optic Flow | 3 | 1 | Feb 18, 2026 |
|---|
| Object Prediction | 3 | 3 | Mar 19, 2026 |
|---|
| Vector Font Reconstruction | 3 | 2 | Feb 18, 2026 |
|---|
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
|---|
| Fine-grained captioning | 3 | 2 | Jun 1, 2026 |
|---|
| Contact Detection | 3 | 2 | Mar 4, 2026 |
|---|