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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 |
|---|---|---|---|---|
| Indoor Scene Dataset Comparison | 1 | 1 | Feb 18, 2026 | |
| Long-Tailed Multi-Label Visual Recognition | 1 | 1 | Feb 18, 2026 | |
| Digital Image Watermarking | 1 | 1 | Feb 22, 2026 | |
| Secret embedding | 1 | 1 | Feb 18, 2026 | |
| Attribute Understanding | 1 | 1 | Feb 18, 2026 | |
| Court view generation | 1 | 1 | Feb 18, 2026 | |
| Object Hallucination Discrimination | 1 | 2 | Jun 1, 2026 | |
| Label-based Image Attribute Editing | 1 | 1 | Feb 18, 2026 | |
| Multi-modal Reasoning and Understanding |
| 1 |
| 2 |
| Apr 14, 2026 |
| Try-on editing | 1 | 1 | Feb 18, 2026 |
|---|
| Label-based Image Editing | 1 | 1 | Feb 18, 2026 |
|---|
| Disentanglement Forward Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Disentanglement evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Entity Grounding | 1 | 1 | Feb 18, 2026 |
|---|
| Financial Chart Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Facial Texture Representation | 1 | 1 | Feb 18, 2026 |
|---|
| Industrial Image Anomaly Detection | 1 | 2 | Feb 18, 2026 |
|---|
| Word-level Visual Speech Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| 2D Keypoint Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Human Pose Generation | 1 | 1 | Feb 18, 2026 |
|---|
| DensePose Regression | 1 | 1 | Feb 18, 2026 |
|---|
| offline video inpainting | 1 | 1 | Feb 18, 2026 |
|---|
| Beyond-FoV Scene Estimation (Outer FoV Expansion) | 1 | 1 | Feb 18, 2026 |
|---|
| Beyond-FoV Scene Estimation (Inner FoV Expansion) | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Human Body Mesh Estimation | 1 | 1 | Feb 18, 2026 |
|---|