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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 |
|---|---|---|---|---|
| Document Visual Information Extraction (Document VQA format) | 3 | 1 | Feb 18, 2026 | |
| Trajectory-guided video generation | 3 | 2 | Feb 20, 2026 | |
| Video Temporal Consistency | 3 | 2 | Mar 19, 2026 | |
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 | |
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 | |
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 | |
| 3D LiDAR Point Cloud Compression | 3 | 2 | May 19, 2026 | |
| Histopathological Image Segmentation |
| 3 |
| 2 |
| Jun 19, 2026 |
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|
| Dynamic scene deblurring | 3 | 3 | Mar 17, 2026 |
|---|
| Infringement Model Detection | 3 | 1 | Feb 18, 2026 |
|---|
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Training Data Provenance Verification | 3 | 2 | Feb 25, 2026 |
|---|
| Semantic Image Editing | 3 | 2 | Feb 21, 2026 |
|---|
| Scene Extrapolation | 3 | 1 | Feb 18, 2026 |
|---|
| Multi-label Temporal Action Detection | 3 | 2 | Feb 18, 2026 |
|---|
| 3D Face Reconstruction and Decomposition | 3 | 1 | Feb 18, 2026 |
|---|
| Demosaicking | 3 | 1 | Feb 18, 2026 |
|---|
| Multimodal Subspace Clustering | 3 | 1 | Feb 18, 2026 |
|---|
| Blind Image Denoising | 3 | 3 | Feb 18, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Fine-grained captioning | 3 | 2 | Jun 1, 2026 |
|---|
| Property Inference (Specific Individuals) | 3 | 1 | Feb 18, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|