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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 |
|---|---|---|---|---|
| Head Pose Estimation | 34 | 22 | Jul 7, 2026 | |
| Video Semantic Segmentation | 34 | 25 | Jun 9, 2026 | |
| Active Speaker Detection | 34 | 16 | Jul 7, 2026 | |
| Action Quality Assessment | 34 | 23 | Jul 9, 2026 | |
| Semantic Correspondence | 34 | 37 | Jul 7, 2026 | |
| Human Parsing | 34 | 29 | Jun 16, 2026 | |
| Gaussian Denoising | 33 | 23 | May 21, 2026 | |
| Content Moderation | 33 | 20 | Jun 29, 2026 | |
| Blind Image Quality Assessment | 33 | 29 | Jun 30, 2026 | |
| 3D Human Pose and Shape Estimation |
| 33 |
| 44 |
| Apr 28, 2026 |
| 5-way Few-shot Classification | 33 | 44 | Jun 5, 2026 |
|---|
| Video Deblurring | 33 | 23 | Apr 13, 2026 |
|---|
| Structure-from-Motion | 33 | 11 | May 19, 2026 |
|---|
| Prostate Segmentation | 33 | 27 | Jun 16, 2026 |
|---|
| Hand Gesture Recognition | 33 | 28 | Jun 2, 2026 |
|---|
| Multimodal Emotion Recognition | 33 | 30 | Jul 9, 2026 |
|---|
| Tumor Segmentation | 33 | 21 | Jun 16, 2026 |
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| Edge Detection | 33 | 26 | Jun 11, 2026 |
|---|
| Feature Matching | 32 | 15 | Jul 7, 2026 |
|---|
| Novel Class Discovery | 32 | 14 | Jul 7, 2026 |
|---|
| Predicate Classification | 32 | 33 | Jul 3, 2026 |
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| Text Rendering | 32 | 22 | Jun 17, 2026 |
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| Self-Reenactment | 32 | 20 | Jun 5, 2026 |
|---|
| Exemplar-Free Class-Incremental Learning | 32 | 7 | Jun 26, 2026 |
|---|
| Scanpath Prediction | 32 | 12 | Jul 3, 2026 |
|---|