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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 referring expression grounding | 1 | 1 | Feb 18, 2026 | |
| Synthetic Image-to-Recipe Retrieval | 1 | 1 | Feb 27, 2026 | |
| Aerial Object Detection | 1 | 2 | Mar 18, 2026 | |
| Multimodal Inference Latency | 1 | 1 | Feb 18, 2026 | |
| Chest X-ray Abnormalities Detection | 1 | 1 | Feb 18, 2026 | |
| Estrogen Receptor (ER) status prediction | 1 | 1 | Feb 22, 2026 | |
| 2x Video Super-Resolution | 1 | 1 | Feb 18, 2026 | |
| Polyp Video Segmentation | 1 | 2 | Feb 18, 2026 | |
| Pathological image super-resolution |
| 1 |
| 1 |
| Feb 18, 2026 |
| Frame-level Action Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Pseudo Segmentation Label Generation | 1 | 2 | Feb 18, 2026 |
|---|
| PI-RADS scoring | 1 | 1 | Feb 18, 2026 |
|---|
| Video-level Action Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Image Restoration Potential prediction | 1 | 1 | Feb 18, 2026 |
|---|
| LGE MRI quality assessment | 1 | 1 | Feb 18, 2026 |
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| Keyword-based 3D Medical Image Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Shared attention detection | 1 | 1 | Feb 18, 2026 |
|---|
| Fatty Liver Disease Classification | 1 | 1 | Feb 18, 2026 |
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| Age Decade Classification | 1 | 1 | Feb 18, 2026 |
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| Label Recovery | 1 | 1 | Feb 18, 2026 |
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| Exemplar-based portrait style transfer | 1 | 1 | Feb 18, 2026 |
|---|
| Instance Orientation Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Pulmonary Artery Segmentation | 1 | 1 | Feb 18, 2026 |
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| 3D Facial Landmark Alignment | 1 | 1 | Feb 18, 2026 |
|---|
| Screenshot-to-code | 1 | 2 | Feb 19, 2026 |
|---|