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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 |
|---|---|---|---|---|
| 2D vehicle detection | 3 | 2 | Feb 18, 2026 | |
| Part Semantic Segmentation | 3 | 1 | Feb 18, 2026 | |
| ObjectGoal Navigation | 3 | 8 | Jun 2, 2026 | |
| Video Trajectory Editing | 3 | 1 | Mar 4, 2026 | |
| Geolocation Inference | 3 | 1 | Mar 4, 2026 | |
| Single-agent trajectory prediction | 3 | 1 | Mar 4, 2026 | |
| Image Retrieval and Clustering | 3 | 1 | Feb 18, 2026 | |
| Color Video Completion | 3 | 1 | Mar 4, 2026 | |
| Applicability Authorization |
| 3 |
| 1 |
| Feb 18, 2026 |
| Instance-level anomaly detection | 3 | 2 | Apr 10, 2026 |
|---|
| Domain Translation | 3 | 2 | Apr 21, 2026 |
|---|
| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
|---|
| Next Action Anticipation | 3 | 3 | Mar 11, 2026 |
|---|
| Trajectory-guided video generation | 3 | 2 | Feb 20, 2026 |
|---|
| Blood Vessel Segmentation | 3 | 3 | Jun 9, 2026 |
|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
|---|
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Handwritten Character Classification | 3 | 5 | Feb 19, 2026 |
|---|
| Histopathological Image Segmentation | 3 | 2 | Jun 19, 2026 |
|---|
| Video Temporal Consistency | 3 | 2 | Mar 19, 2026 |
|---|
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|