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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 |
|---|---|---|---|---|
| 3D Portrait Animation (Cross Reenactment) | 1 | 2 | Mar 5, 2026 | |
| Monocular 3D Head Avatar Creation | 1 | 1 | Feb 20, 2026 | |
| Slide-level Pathology Diagnosis | 1 | 1 | May 25, 2026 | |
| View Synchronization | 1 | 1 | Feb 20, 2026 | |
| Video Face Anonymization Consistency | 1 | 1 | Feb 20, 2026 | |
| Image Contrast Editing | 1 | 1 | Feb 18, 2026 | |
| Long Captioning | 1 | 1 | Feb 20, 2026 | |
| BEV Vehicle Detection | 1 | 1 | Feb 18, 2026 | |
| Botanical Structure Analysis |
|---|
| 1 |
| 1 |
| Feb 20, 2026 |
| 3D Scene Graph Alignment | 1 | 1 | Feb 18, 2026 |
|---|
| PDF parsing with OCSR support | 1 | 1 | Feb 20, 2026 |
|---|
| Region-Based Anatomical Plausibility | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-view pose transfer | 1 | 1 | Feb 20, 2026 |
|---|
| Polyp detection and localisation | 1 | 1 | Feb 18, 2026 |
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| Deformation measurement | 1 | 1 | Feb 20, 2026 |
|---|
| SDR-to-HDR Conversion | 1 | 3 | May 18, 2026 |
|---|
| Color Understanding | 1 | 1 | Feb 20, 2026 |
|---|
| Visual Color Reasoning | 1 | 1 | Feb 20, 2026 |
|---|
| Human-Scene Interaction Fidelity | 1 | 1 | Feb 20, 2026 |
|---|
| World-grounded Human Motion Recovery | 1 | 1 | Feb 20, 2026 |
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| Image-based Reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Face Reenactment | 1 | 1 | Feb 20, 2026 |
|---|
| Single-source Domain Adaptation | 1 | 1 | Feb 18, 2026 |
|---|
| Zones segmentation | 1 | 2 | Feb 20, 2026 |
|---|
| Calving front delineation | 1 | 1 | Feb 20, 2026 |
|---|