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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 |
|---|---|---|---|---|
| Average Classification Performance | 1 | 1 | Feb 27, 2026 | |
| Zero-shot Classification (V → T) | 1 | 1 | Feb 27, 2026 | |
| Facial Action Unit Classification | 1 | 1 | Feb 18, 2026 | |
| Depth Completion (Varying Density) | 1 | 1 | Feb 18, 2026 | |
| Face-voice association | 1 | 1 | Feb 21, 2026 | |
| Cloth Textile Classification | 1 | 1 | Feb 21, 2026 | |
| Socially-compliant Robot Navigation | 1 | 1 | Feb 21, 2026 | |
| Text-to-CAD Assembly Generation | 1 | 1 | Jul 7, 2026 | |
| Robot Visual Alignment |
| 1 |
| 1 |
| Feb 21, 2026 |
| Real vs. Fake Object Recognition | 1 | 1 | Jul 7, 2026 |
|---|
| Image-Caption Alignment | 1 | 1 | Feb 18, 2026 |
|---|
| Mobile GUI action matching | 1 | 1 | Feb 18, 2026 |
|---|
| Automatic Video-Speech Recognition | 1 | 1 | Feb 21, 2026 |
|---|
| Non-speech video assessment | 1 | 1 | Feb 21, 2026 |
|---|
| Face-voice cross-modal verification | 1 | 1 | Feb 21, 2026 |
|---|
| Face-based Speech Generation | 1 | 1 | Feb 21, 2026 |
|---|
| Design history recovery from point clouds | 1 | 1 | Feb 18, 2026 |
|---|
| Spatial Interpolation of Room Impulse Responses | 1 | 1 | Feb 21, 2026 |
|---|
| Kidney and Tumor Segmentation | 1 | 2 | Feb 18, 2026 |
|---|
| Voice-face verification | 1 | 1 | Feb 21, 2026 |
|---|
| End-Diastole (ED) detection | 1 | 1 | Feb 21, 2026 |
|---|
| fMRI Task Classification | 1 | 1 | Feb 18, 2026 |
|---|
| End-Systole (ES) detection | 1 | 1 | Feb 21, 2026 |
|---|
| Plus Disease (Binary Vascular) | 1 | 1 | Feb 21, 2026 |
|---|
| Dysplasia level classification | 1 | 1 | Feb 21, 2026 |
|---|