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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 |
|---|---|---|---|---|
| Visual Representation Generalization | 1 | 1 | Feb 19, 2026 | |
| Parking Spot Occupancy Detection | 1 | 1 | Feb 19, 2026 | |
| Local Image Retrieval (Image-to-Image) | 1 | 1 | Feb 19, 2026 | |
| Human motion estimation in world coordinates | 1 | 1 | Feb 18, 2026 | |
| Fill-in-the-blank Video Question Answering | 1 | 1 | Feb 27, 2026 | |
| Driver and Traffic Scene Recognition | 1 | 1 | Feb 19, 2026 | |
| RGB Salient Object Detection | 1 | 1 | Feb 19, 2026 | |
| Flicker-banding and Moire Removal | 1 | 1 | Feb 19, 2026 | |
| Grounded human-object interaction video generation |
| 1 |
| 1 |
| Feb 19, 2026 |
| Object Center Localization | 1 | 1 | Feb 19, 2026 |
|---|
| Open Vocabulary Panoptic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Metaphor Transfer | 1 | 1 | Feb 19, 2026 |
|---|
| Colocalization | 1 | 1 | Feb 18, 2026 |
|---|
| Sparse Interpolation | 1 | 1 | Feb 18, 2026 |
|---|
| Medical Multi-task Visual Reasoning | 1 | 1 | Feb 19, 2026 |
|---|
| Object instance retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| PET Image Reconstruction Diameter Measurement | 1 | 1 | Feb 19, 2026 |
|---|
| 3D Crowd Reconstruction and Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Video Anomaly Reasoning Evaluation | 1 | 1 | Feb 27, 2026 |
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| Talking Face Synthesis | 1 | 1 | Feb 18, 2026 |
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| Gallbladder disease diagnosis | 1 | 1 | Feb 19, 2026 |
|---|
| B-scan reconstruction | 1 | 1 | Feb 19, 2026 |
|---|
| Video Completion (Object Masks) | 1 | 1 | Feb 18, 2026 |
|---|
| Grayscale Burst Denoising | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Robustness | 1 | 1 | Feb 19, 2026 |
|---|