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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 |
|---|---|---|---|---|
| Semi-supervised Image Classification | 30 | 21 | Jun 17, 2026 | |
| Semantic Image Synthesis | 30 | 28 | May 18, 2026 | |
| Robustness Verification | 30 | 13 | Jul 7, 2026 | |
| Object Pose Estimation | 30 | 26 | Jun 16, 2026 | |
| Visual Speech Recognition | 30 | 24 | Jun 2, 2026 | |
| Random Inpainting | 30 | 17 | Jun 30, 2026 | |
| Temporal OOD Detection | 30 | 1 | Mar 20, 2026 | |
| Concept Unlearning | 30 | 15 | Jul 1, 2026 | |
| Generated Image Detection |
| 30 |
| 27 |
| Jun 16, 2026 |
| Multi-label recognition | 30 | 17 | Jun 23, 2026 |
|---|
| Isolated Sign Language Recognition | 29 | 14 | Jun 30, 2026 |
|---|
| Linear Classification | 29 | 11 | Jun 9, 2026 |
|---|
| Forgery Localization | 29 | 10 | Jun 24, 2026 |
|---|
| Scene Graph Detection | 29 | 23 | Apr 27, 2026 |
|---|
| Liver Segmentation | 29 | 15 | Jun 16, 2026 |
|---|
| Cell Segmentation | 29 | 16 | Jul 2, 2026 |
|---|
| Video Matting | 29 | 11 | Jun 26, 2026 |
|---|
| Skin Lesion Segmentation | 29 | 39 | Jul 8, 2026 |
|---|
| No-Reference Video Quality Assessment | 29 | 6 | May 20, 2026 |
|---|
| Sign Language Translation | 28 | 36 | Jul 7, 2026 |
|---|
| Future Prediction | 28 | 14 | Jun 30, 2026 |
|---|
| Segment Anything | 28 | 3 | May 12, 2026 |
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| Diabetic Retinopathy Classification | 28 | 17 | Jul 7, 2026 |
|---|
| 3D Human Mesh Recovery | 28 | 52 | Jun 29, 2026 |
|---|
| Age Prediction | 28 | 19 | Jul 2, 2026 |
|---|