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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 |
|---|---|---|---|---|
| Joint Detection and Segmentation | 3 | 1 | Feb 18, 2026 | |
| Concept Classification | 3 | 2 | Mar 24, 2026 | |
| Single-agent trajectory prediction | 3 | 1 | Mar 4, 2026 | |
| Personalized Scanpath Prediction | 3 | 1 | Feb 18, 2026 | |
| Representational Similarity Analysis | 3 | 1 | Feb 18, 2026 | |
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 | |
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 | |
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 | |
| Visual Anomaly Segmentation |
| 3 |
| 1 |
| Mar 4, 2026 |
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Video Saliency Estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Optical Flow Uncertainty Estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Semi-supervised Continual Learning | 3 | 1 | Feb 18, 2026 |
|---|
| Omnidirectional View Synthesis | 3 | 1 | Mar 10, 2026 |
|---|
| Spatiotemporal Video Super-Resolution | 3 | 2 | Mar 6, 2026 |
|---|
| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Open-Vocabulary 3D Object Detection | 3 | 2 | Feb 27, 2026 |
|---|
| Deletion | 3 | 2 | Jun 12, 2026 |
|---|
| Phase Progression | 3 | 2 | Feb 18, 2026 |
|---|
| Unsupervised depth completion | 3 | 2 | Feb 27, 2026 |
|---|
| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 |
|---|
| Guesser game | 3 | 1 | Feb 18, 2026 |
|---|