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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 |
|---|---|---|---|---|
| MRI Contrast Translation (T1 to T2) | 1 | 1 | Feb 18, 2026 | |
| Sad Facial Attribute Editing | 1 | 1 | Feb 19, 2026 | |
| MRI Contrast Translation (FLAIR to T1) | 1 | 1 | Feb 18, 2026 | |
| Tanned Facial Attribute Editing | 1 | 1 | Feb 19, 2026 | |
| MRI Contrast Translation (T1 to FLAIR) | 1 | 1 | Feb 18, 2026 | |
| Domain Adaptation Utility | 1 | 1 | Apr 21, 2026 | |
| Comprehensive multimodal understanding | 1 | 1 | Feb 18, 2026 | |
| Open-set Source-free Domain Adaptation |
| 1 |
| 1 |
| Apr 21, 2026 |
| Multimodal Autonomous Driving Capability | 1 | 1 | Feb 18, 2026 |
|---|
| ImgCDL Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Image Reconstruction from fMRI | 1 | 1 | Feb 19, 2026 |
|---|
| MRI Contrast Translation (FLAIR to T2) | 1 | 1 | Feb 18, 2026 |
|---|
| Out-of-domain Image Captioning | 1 | 1 | Feb 19, 2026 |
|---|
| Video Alignment | 1 | 4 | Feb 18, 2026 |
|---|
| MRI Contrast Translation (T2 to FLAIR) | 1 | 1 | Feb 18, 2026 |
|---|
| Vision-centric Visual Question Answering | 1 | 1 | Feb 19, 2026 |
|---|
| MRI-CT translation (T1 to CT) | 1 | 1 | Feb 18, 2026 |
|---|
| Movie Description | 1 | 1 | Feb 18, 2026 |
|---|
| T2 to T1 MRI translation | 1 | 1 | Feb 18, 2026 |
|---|
| Intra-subject cardiac registration | 1 | 2 | May 25, 2026 |
|---|
| T1 to T2 MRI translation | 1 | 2 | Feb 19, 2026 |
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| Knee KL Grading | 1 | 1 | Feb 19, 2026 |
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| PD to T1 MRI translation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-class KL Grading | 1 | 1 | Feb 19, 2026 |
|---|
| Potato Disease Classification | 1 | 1 | Feb 19, 2026 |
|---|