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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 |
|---|---|---|---|---|
| Image Enhancement | 28 | 26 | Jul 7, 2026 | |
| Diabetic Retinopathy Classification | 28 | 17 | Jul 7, 2026 | |
| Spectral Reconstruction | 28 | 12 | Jun 11, 2026 | |
| Pathology Image Classification | 28 | 4 | Jul 7, 2026 | |
| Future Prediction | 28 | 14 | Jun 30, 2026 | |
| 3D Human Mesh Recovery | 28 | 52 | Jun 29, 2026 | |
| Whole Slide Image Retrieval | 27 | 3 | Jun 26, 2026 | |
| Low-light Video Enhancement | 27 | 10 | Jul 8, 2026 | |
| Vision-Language Understanding |
| 27 |
| 32 |
| Jul 7, 2026 |
| Exposure Correction | 27 | 8 | Jun 23, 2026 |
|---|
| Optic Disc Segmentation | 27 | 12 | Jun 4, 2026 |
|---|
| Video Grounding | 27 | 38 | Jun 16, 2026 |
|---|
| Disentangled Representation Learning | 27 | 19 | Jul 8, 2026 |
|---|
| Open-vocabulary object detection | 27 | 27 | Jun 9, 2026 |
|---|
| Presentation Attack Detection | 27 | 11 | Jun 18, 2026 |
|---|
| Spatio-Temporal Video Grounding | 27 | 18 | Jun 30, 2026 |
|---|
| Long-tailed classification | 27 | 9 | Jun 30, 2026 |
|---|
| Nuclei Segmentation | 27 | 18 | Jun 9, 2026 |
|---|
| 3D Classification | 27 | 23 | Jun 23, 2026 |
|---|
| Camera-controlled Video Generation | 27 | 16 | Jun 25, 2026 |
|---|
| Image Fusion | 27 | 12 | Jun 26, 2026 |
|---|
| Visual Tracking | 27 | 36 | Jul 3, 2026 |
|---|
| Scene Completion | 27 | 30 | Jun 9, 2026 |
|---|
| Motion Tracking | 27 | 17 | Jul 9, 2026 |
|---|
| Universal Domain Adaptation | 27 | 4 | Apr 7, 2026 |
|---|