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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 Point Tracking | 3 | 3 | May 20, 2026 | |
| Generalized Few-Shot Segmentation | 3 | 2 | Feb 18, 2026 | |
| Medical Image Super-Resolution | 3 | 1 | Apr 15, 2026 | |
| Touch Event Detection | 3 | 1 | Apr 15, 2026 | |
| Blind Video Super-Resolution | 3 | 1 | Feb 18, 2026 | |
| Color Video Completion | 3 | 1 | Mar 4, 2026 | |
| BV segmentation | 3 | 1 | Feb 18, 2026 | |
| Vision-Language Model Calibration | 3 | 1 | Feb 18, 2026 | |
| Stimulus Classification |
| 3 |
| 1 |
| Mar 4, 2026 |
| Compressive Sensing Reconstruction | 3 | 3 | May 12, 2026 |
|---|
| Clothed Human Modeling | 3 | 1 | Feb 18, 2026 |
|---|
| Audio-Visual Event Localization | 3 | 15 | Jun 8, 2026 |
|---|
| Segment-level Video Captioning | 3 | 1 | Feb 27, 2026 |
|---|
| A/V classification | 3 | 1 | Feb 18, 2026 |
|---|
| Full heart segmentation | 3 | 2 | May 12, 2026 |
|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
|---|
| Open-Vocabulary Audio-Visual Event Localization | 3 | 2 | Jun 8, 2026 |
|---|
| Old Photo Modernization | 3 | 1 | Feb 18, 2026 |
|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
|---|
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|
| Anatomy Classification | 3 | 2 | Mar 10, 2026 |
|---|
| Re-localization | 3 | 1 | Feb 18, 2026 |
|---|
| Open-Vocabulary Multi-Object Tracking | 3 | 2 | Feb 18, 2026 |
|---|
| Real-world Visual Question Answering | 3 | 25 | Jul 7, 2026 |
|---|