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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 |
|---|---|---|---|---|
| Stimulus Classification | 3 | 1 | Mar 4, 2026 | |
| Video Polyp Detection | 3 | 1 | Feb 18, 2026 | |
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 | |
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 | |
| Classifier-guided posterior sampling | 3 | 1 | Feb 18, 2026 | |
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 | |
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 | |
| Audio-visual event recognition | 3 | 5 | Jun 11, 2026 | |
| Drone-to-Satellite Cross-view Geo-localization |
| 3 |
| 6 |
| May 12, 2026 |
| Color Video Completion | 3 | 1 | Mar 4, 2026 |
|---|
| Event-based Image Classification | 3 | 3 | May 12, 2026 |
|---|
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
|---|
| Audio-visual speech separation and enhancement | 3 | 2 | Feb 18, 2026 |
|---|
| Sketch image retrieval | 3 | 1 | Feb 18, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Multi-view multi-person 3D pose estimation | 3 | 5 | Feb 18, 2026 |
|---|
| Zero-Shot Video Recognition | 3 | 2 | Feb 18, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Multi-object grounding | 3 | 3 | Apr 27, 2026 |
|---|
| Open-Vocabulary 3D Object Detection | 3 | 2 | Feb 27, 2026 |
|---|
| Similarity Confidence | 3 | 1 | Mar 4, 2026 |
|---|
| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 |
|---|
| MIL Explanation | 3 | 1 | Feb 18, 2026 |
|---|
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 |
|---|