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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 |
|---|---|---|---|---|
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 | |
| Image-to-Line Drawing Translation | 3 | 1 | Feb 18, 2026 | |
| Action Counting | 3 | 2 | Feb 18, 2026 | |
| 3D Pedestrian Detection | 3 | 1 | Feb 18, 2026 | |
| Skull-Face Overlay Anatomical Plausibility | 3 | 1 | Mar 4, 2026 | |
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 | |
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 | |
| Sequential Grounding | 3 | 2 | Feb 20, 2026 | |
| Multi-source closed-set UDA |
| 3 |
| 1 |
| Feb 18, 2026 |
| Adversarial Robustness (Rejection) | 3 | 1 | Feb 18, 2026 |
|---|
| Cardiac ultrasound segmentation | 3 | 4 | Apr 23, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Valence Prediction | 3 | 2 | Apr 10, 2026 |
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| Arousal Prediction | 3 | 2 | Apr 10, 2026 |
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| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 |
|---|
| Similarity Confidence | 3 | 1 | Mar 4, 2026 |
|---|
| Cervical Abnormal Cell Detection | 3 | 1 | Feb 18, 2026 |
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| Mono-temporal Cloud Removal | 3 | 1 | Feb 18, 2026 |
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| Hand Mesh Reconstruction | 3 | 7 | Jul 3, 2026 |
|---|
| Trajectory Prediction and Robot Action Planning | 3 | 1 | Feb 18, 2026 |
|---|
| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 |
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| Driving Scene Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Comprehensive Evaluation | 3 | 3 | May 28, 2026 |
|---|