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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 |
|---|---|---|---|---|
| 2D Computer Vision Benchmarking | 1 | 2 | Feb 20, 2026 | |
| Specular View Synthesis | 1 | 1 | Feb 18, 2026 | |
| 3D Computer Vision Benchmarking | 1 | 2 | May 25, 2026 | |
| Vision-Centric Multi-modal Evaluation | 1 | 1 | Feb 20, 2026 | |
| Breast Lesion Detection | 1 | 1 | Feb 18, 2026 | |
| Spatial Memory Consistency | 1 | 1 | Feb 20, 2026 | |
| Cardiac Medical Image Segmentation | 1 | 1 | Feb 18, 2026 | |
| Video-based Multimodal Understanding | 1 | 1 | Feb 20, 2026 | |
| 3D-Aligned Surface Normal Estimation |
| 1 |
| 1 |
| Feb 20, 2026 |
| Image-to-Multi-RGBA | 1 | 1 | Feb 20, 2026 |
|---|
| RGBA image reconstruction | 1 | 1 | Feb 20, 2026 |
|---|
| 3D Portrait Animation (Self Reenactment) | 1 | 1 | Feb 20, 2026 |
|---|
| 3D Portrait Animation (Cross Reenactment) | 1 | 2 | Mar 5, 2026 |
|---|
| Monocular 3D Head Avatar Creation | 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 |
|---|
| Multi-view pose transfer | 1 | 1 | Feb 20, 2026 |
|---|
| Polyp detection and localisation | 1 | 1 | Feb 18, 2026 |
|---|
| Deformation measurement | 1 | 1 | Feb 20, 2026 |
|---|
| SDR-to-HDR Conversion | 1 | 3 | May 18, 2026 |
|---|