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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 |
|---|---|---|---|---|
| Monitoring and alerting | 1 | 1 | Jun 16, 2026 | |
| Text Understanding | 1 | 1 | Jun 30, 2026 | |
| Time awareness | 1 | 1 | Jun 16, 2026 | |
| Conventional Video Understanding | 1 | 1 | Feb 20, 2026 | |
| Visual Perception and Understanding | 1 | 1 | Jun 16, 2026 | |
| Social motion prediction | 1 | 1 | Feb 18, 2026 | |
| Concept-level Grounding | 1 | 1 | Feb 20, 2026 | |
| Simple Instruction-Following Segmentation | 1 | 1 | Feb 20, 2026 | |
| Complex Instruction-Following Segmentation |
| 1 |
| 1 |
| Feb 20, 2026 |
| Long sequence classification | 1 | 9 | Jun 29, 2026 |
|---|
| Benign-malignant classification | 1 | 1 | Feb 20, 2026 |
|---|
| Video Object Retexturing | 1 | 1 | Feb 20, 2026 |
|---|
| Object Retexture | 1 | 1 | Feb 20, 2026 |
|---|
| Audio-visual video forgery detection | 1 | 1 | Feb 18, 2026 |
|---|
| End-to-End Autonomous Driving Planning | 1 | 1 | Feb 20, 2026 |
|---|
| Bone Mineral Density Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Overall Content Video Captioning | 1 | 1 | Feb 20, 2026 |
|---|
| Main Object Video Captioning | 1 | 1 | Feb 20, 2026 |
|---|
| Displacement Detection | 1 | 1 | Feb 20, 2026 |
|---|
| 3D Human Pose and Shape Recovery | 1 | 2 | Feb 18, 2026 |
|---|
| Video Synchronization | 1 | 1 | Feb 20, 2026 |
|---|
| High-Spectral Image Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Infrared Pathology Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Height-to-depth ratio (gamma) estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Hierarchical Segmentation | 1 | 1 | Feb 18, 2026 |
|---|