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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 |
|---|---|---|---|---|
| Face Alignment | 72 | 39 | Feb 27, 2026 | |
| Video Reasoning | 72 | 58 | Jul 7, 2026 | |
| Radiology Report Generation | 72 | 73 | Jul 9, 2026 | |
| Few-shot Segmentation | 71 | 49 | Jul 1, 2026 | |
| Skeleton-based Action Recognition | 71 | 61 | Jun 11, 2026 | |
| Pedestrian Detection | 71 | 53 | Jul 7, 2026 | |
| Deblurring | 71 | 79 | Jul 8, 2026 | |
| 3D Pose Estimation | 70 | 56 | Jun 30, 2026 | |
| Pansharpening | 69 | 22 | Jun 17, 2026 | |
| Single Image Super-Resolution |
| 69 |
| 72 |
| Jun 19, 2026 |
| Forgery Detection | 68 | 22 | Jun 24, 2026 |
|---|
| Temporal Action Localization | 68 | 77 | Jul 7, 2026 |
|---|
| Cross-view geo-localization | 67 | 37 | Jun 2, 2026 |
|---|
| Motion Deblurring | 67 | 45 | Jun 30, 2026 |
|---|
| Hyperspectral Image Classification | 67 | 56 | Jun 4, 2026 |
|---|
| 3D Object Classification | 67 | 90 | Jun 18, 2026 |
|---|
| Facial Landmark Detection | 67 | 40 | May 13, 2026 |
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| Video Summarization | 66 | 31 | Jun 2, 2026 |
|---|
| Confidence Estimation | 65 | 15 | Jun 24, 2026 |
|---|
| GUI Grounding | 65 | 76 | Jul 8, 2026 |
|---|
| Digit Classification | 62 | 52 | Jun 29, 2026 |
|---|
| Oriented Object Detection | 61 | 63 | Jun 30, 2026 |
|---|
| Multimodal Mathematical Reasoning | 61 | 55 | Jul 7, 2026 |
|---|
| Counting | 61 | 60 | Jul 7, 2026 |
|---|
| Optical Flow | 61 | 78 | Jun 30, 2026 |
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