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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 |
|---|---|---|---|---|
| Polyp detection and localisation | 1 | 1 | Feb 18, 2026 | |
| Deformation measurement | 1 | 1 | Feb 20, 2026 | |
| 3D Semantic Scene Reconstruction | 1 | 1 | May 26, 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 | |
| Multiple-choice Egocentric Question Answering | 1 | 1 | May 26, 2026 | |
| Medical Image-to-Image Translation (T1→FLAIR) |
| 1 |
| 1 |
| Feb 20, 2026 |
| World-grounded Human Motion Recovery | 1 | 1 | Feb 20, 2026 |
|---|
| 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 |
|---|
| Pointing-with-prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Video-based Question Answering | 1 | 6 | Mar 20, 2026 |
|---|
| Quantized Compressive Image Recovery | 1 | 1 | Feb 20, 2026 |
|---|
| 3D Object Articulation Prediction | 1 | 1 | Feb 20, 2026 |
|---|
| Mitral Regurgitation Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Monocular to Binocular Stereo Video Conversion | 1 | 1 | Feb 20, 2026 |
|---|
| MGMT methylation status classification | 1 | 1 | Feb 20, 2026 |
|---|
| Fracture Morphology Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Single-object Physical Backdoor Attack | 1 | 1 | Feb 20, 2026 |
|---|
| Vessel Motion Correction | 1 | 1 | Feb 18, 2026 |
|---|