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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 |
|---|---|---|---|---|
| Scene Boundary Detection | 1 | 1 | Feb 18, 2026 | |
| Key-point Alignment | 1 | 1 | Feb 18, 2026 | |
| Out-of-vocabulary object detection | 1 | 1 | Feb 19, 2026 | |
| Point tracking forecasting | 1 | 1 | Apr 16, 2026 | |
| Contextual Visual Personalization (Editing) | 1 | 1 | Feb 19, 2026 | |
| Image Color Enhancement | 1 | 1 | Feb 18, 2026 | |
| Visual Personalization | 1 | 1 | Feb 19, 2026 | |
| Image Color Style Transfer | 1 | 1 | Feb 18, 2026 | |
| Optical Character Recognition Evaluation |
| 1 |
| 9 |
| May 21, 2026 |
| Vision-Language Understanding and Reasoning | 1 | 2 | May 14, 2026 |
|---|
| Multi-label Temporal Action Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Query Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Query 2D localization | 1 | 2 | Feb 18, 2026 |
|---|
| CarTrack | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Query 3D Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Footwear impression modeling | 1 | 1 | Feb 19, 2026 |
|---|
| Forensic footwear image modeling | 1 | 1 | Feb 19, 2026 |
|---|
| Object clustering | 1 | 1 | Feb 18, 2026 |
|---|
| Editing Intent Prediction | 1 | 1 | Feb 19, 2026 |
|---|
| Object affordance detection | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-temporal image reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Image-to-Video lip-syncing | 1 | 1 | Feb 19, 2026 |
|---|
| Video Spatial Intelligence | 1 | 1 | Feb 19, 2026 |
|---|
| Image Refocus | 1 | 1 | Feb 18, 2026 |
|---|
| Document Image Rectification | 1 | 1 | Feb 19, 2026 |
|---|