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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 |
|---|---|---|---|---|
| Object 6DoF Pose Estimation | 1 | 1 | Feb 20, 2026 | |
| Imprint Forgery Detection | 1 | 1 | May 12, 2026 | |
| Key-point Alignment | 1 | 1 | Feb 18, 2026 | |
| Contextual Visual Personalization (Editing) | 1 | 1 | Feb 19, 2026 | |
| Scene Structure Perception | 1 | 1 | Feb 18, 2026 | |
| Primitive Quality Analysis | 1 | 1 | Feb 20, 2026 | |
| Instance Segmentation Tracking | 1 | 3 | Feb 18, 2026 | |
| Joint Demosaicing and Denoising | 1 | 1 | Feb 20, 2026 | |
| VQA Hallucination Detection |
| 1 |
| 1 |
| Feb 20, 2026 |
| Closure Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Vision-language grounding | 1 | 1 | Feb 20, 2026 |
|---|
| WHO Grade Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Image Color Enhancement | 1 | 1 | Feb 18, 2026 |
|---|
| Key-value pair extraction | 1 | 1 | May 12, 2026 |
|---|
| Vision and Language Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Diverse Image Captioning | 1 | 1 | Feb 18, 2026 |
|---|
| Vision Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Image Reflection Separation (Reflection Layer) | 1 | 1 | Feb 20, 2026 |
|---|
| Animation Video Colorization | 1 | 1 | Feb 20, 2026 |
|---|
| Image-text lesion classification | 1 | 1 | Feb 20, 2026 |
|---|
| Fluorescence Image Restoration | 1 | 1 | Feb 18, 2026 |
|---|
| Facial Understanding | 1 | 1 | Feb 20, 2026 |
|---|
| Multimodal Facial Understanding | 1 | 1 | Feb 20, 2026 |
|---|
| Post-flood water mapping | 1 | 1 | Feb 20, 2026 |
|---|
| RFL-ReID | 1 | 1 | Feb 20, 2026 |
|---|