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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 |
|---|---|---|---|---|
| Optical Flow Classification | 1 | 1 | Feb 21, 2026 | |
| Food Cell Inspection | 1 | 1 | Feb 20, 2026 | |
| Real image conditioned semantic editing | 1 | 1 | Feb 18, 2026 | |
| Medical Image Processing | 1 | 1 | Feb 18, 2026 | |
| Low-shot Learning with Mutual Exclusivity | 1 | 1 | Feb 18, 2026 | |
| Age Obfuscation | 1 | 1 | Feb 21, 2026 | |
| Image Category Discovery | 1 | 1 | Feb 18, 2026 | |
| Image Registration (Rigid) | 1 | 1 | Feb 18, 2026 | |
| Box-mask inpainting |
| 1 |
| 1 |
| Feb 21, 2026 |
| Multi-object Category Recognition (Categ-MObj) | 1 | 1 | Feb 18, 2026 |
|---|
| Image Inpainting (Box mask) | 1 | 1 | Feb 21, 2026 |
|---|
| Image Registration (Deformable) | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-object Category Recognition with Support Assignment (Categ-MObj-SuppAssign) | 1 | 1 | Feb 18, 2026 |
|---|
| Individual travel trajectory tracking | 1 | 1 | Feb 21, 2026 |
|---|
| Ground Reaction Moment Mediolateral (GRM_ML) Estimation | 1 | 1 | Feb 21, 2026 |
|---|
| Social Relationship Recognition | 1 | 3 | Feb 18, 2026 |
|---|
| Image Registration (Rigid+Deformable) | 1 | 1 | Feb 18, 2026 |
|---|
| Video Subject Customization | 1 | 1 | Feb 18, 2026 |
|---|
| Ground Reaction Moment Anteroposterior (GRM_AP) Estimation | 1 | 1 | Feb 21, 2026 |
|---|
| Coin Grading | 1 | 1 | Feb 21, 2026 |
|---|
| Visual Reasoning Robustness | 1 | 1 | Feb 21, 2026 |
|---|
| Incremental Task Learning | 1 | 1 | Feb 18, 2026 |
|---|
| Social Relationship Recognition (Coarse-level) | 1 | 1 | Feb 18, 2026 |
|---|
| Object Existence Detection | 1 | 1 | Feb 27, 2026 |
|---|
| Electrical Impedance Tomography image reconstruction | 1 | 1 | Feb 21, 2026 |
|---|