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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 |
|---|---|---|---|---|
| Micrograph Curation | 1 | 1 | Feb 18, 2026 | |
| Object Switch | 1 | 1 | Feb 18, 2026 | |
| CAM Faithfulness | 1 | 1 | Feb 18, 2026 | |
| Style/Scene Transferring | 1 | 1 | Feb 18, 2026 | |
| Non-rigid Editing | 1 | 1 | Feb 18, 2026 | |
| Semantic Scene Segmentation | 1 | 1 | Feb 18, 2026 | |
| Surgical Component Detection | 1 | 1 | Feb 18, 2026 | |
| Multimodal Multi-label Classification | 1 | 1 | Feb 18, 2026 | |
| 2D joint distance estimation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Surgical Triplet Association | 1 | 1 | Feb 18, 2026 |
|---|
| Personalized Image Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Image Deraining & Dehazing | 1 | 2 | Apr 9, 2026 |
|---|
| Egocentric Video Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Atlas Building | 1 | 1 | Feb 18, 2026 |
|---|
| CAD diagnosis | 1 | 1 | Feb 18, 2026 |
|---|
| Fibrillation diagnosis | 1 | 1 | Feb 18, 2026 |
|---|
| Late vs. Early AMD Diagnosis | 1 | 1 | Feb 18, 2026 |
|---|
| Late Dry AMD Prognosis | 1 | 1 | Feb 18, 2026 |
|---|
| Near-field Photometric Stereo | 1 | 1 | Feb 18, 2026 |
|---|
| Late Wet AMD Prognosis | 1 | 1 | Feb 18, 2026 |
|---|
| Gesture Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| INR Dilation | 1 | 1 | Feb 18, 2026 |
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| Masked Grouped Query Attention | 1 | 1 | Feb 18, 2026 |
|---|
| Volumetric Image Registration | 1 | 1 | Feb 18, 2026 |
|---|
| Attribute Classification (Blond Hair) | 1 | 1 | Feb 18, 2026 |
|---|