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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 |
|---|---|---|---|---|
| Remote Photoplethysmography (rPPG) | 2 | 3 | Jun 4, 2026 | |
| Task Negation | 2 | 3 | May 20, 2026 | |
| Motion Quality Assessment | 2 | 2 | Feb 24, 2026 | |
| Basic Task (Visual Navigation) | 2 | 1 | Feb 18, 2026 | |
| Adaptation Task (Visual Navigation) | 2 | 2 | Apr 6, 2026 | |
| Image Dehazing Quality Assessment | 2 | 1 | Feb 18, 2026 | |
| Visual-centric Reasoning | 2 | 2 | Jun 9, 2026 | |
| 3D Referring Segmentation | 2 | 4 | Jun 5, 2026 | |
| White Matter Hyperintensity Segmentation |
| 2 |
| 2 |
| Feb 24, 2026 |
| Situated Question Answering | 2 | 5 | Jul 9, 2026 |
|---|
| Zero-shot Audio Classification Explanation | 2 | 1 | Feb 18, 2026 |
|---|
| RGB-to-NIR translation | 2 | 2 | Mar 5, 2026 |
|---|
| Human Motion Fidelity Evaluation | 2 | 1 | Feb 22, 2026 |
|---|
| Face Morphing Attack | 2 | 2 | Apr 24, 2026 |
|---|
| Object State Change Classification | 2 | 3 | Jun 5, 2026 |
|---|
| Direct-Answer | 2 | 1 | Feb 18, 2026 |
|---|
| 3D Articulated Part Segmentation | 2 | 1 | Feb 22, 2026 |
|---|
| Object Quality in HOI Reconstruction | 2 | 1 | Feb 18, 2026 |
|---|
| Domain Adaptive Person Re-identification | 2 | 1 | Feb 18, 2026 |
|---|
| Zero-Shot Aerial Navigation | 2 | 1 | Feb 22, 2026 |
|---|
| Ingredient Recognition | 2 | 2 | Jun 4, 2026 |
|---|
| Category-level 6D Pose and Size Estimation | 2 | 1 | Feb 22, 2026 |
|---|
| Infrared Small Target Segmentation | 2 | 1 | Feb 22, 2026 |
|---|
| Fundus image grading | 2 | 1 | Feb 18, 2026 |
|---|
| Scenario Understanding | 2 | 1 | Feb 22, 2026 |
|---|