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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 |
|---|---|---|---|---|
| Video Semantic Segmentation | 34 | 25 | Jun 9, 2026 | |
| Puzzle Solving | 34 | 16 | Jun 17, 2026 | |
| Head Pose Estimation | 34 | 22 | Jul 7, 2026 | |
| Motion Generation | 34 | 28 | Jul 8, 2026 | |
| Circle packing | 34 | 11 | Jun 18, 2026 | |
| Text Simplification | 34 | 20 | Jul 3, 2026 | |
| Average Treatment Effect Estimation | 33 | 12 | Jun 4, 2026 | |
| Edge Detection | 33 | 26 | Jun 11, 2026 | |
| Box Inpainting | 33 | 20 | Jun 24, 2026 | |
| Move prediction |
| 33 |
| 4 |
| Jun 4, 2026 |
| Multimodal Emotion Recognition | 33 | 30 | Jul 9, 2026 |
|---|
| Offline Multi-Agent Reinforcement Learning | 33 | 7 | May 29, 2026 |
|---|
| Content Moderation | 33 | 20 | Jun 29, 2026 |
|---|
| Tumor Segmentation | 33 | 21 | Jun 16, 2026 |
|---|
| Blind Image Quality Assessment | 33 | 29 | Jun 30, 2026 |
|---|
| Gaussian Denoising | 33 | 23 | May 21, 2026 |
|---|
| STEM Reasoning | 33 | 21 | Jul 2, 2026 |
|---|
| Safety Moderation | 33 | 8 | Jun 26, 2026 |
|---|
| 3D Human Pose and Shape Estimation | 33 | 44 | Apr 28, 2026 |
|---|
| Prostate Segmentation | 33 | 27 | Jun 16, 2026 |
|---|
| Open Information Extraction | 33 | 12 | Feb 27, 2026 |
|---|
| Structure-from-Motion | 33 | 11 | May 19, 2026 |
|---|
| Automated essay scoring | 33 | 19 | Jun 19, 2026 |
|---|
| Human Evaluation | 33 | 30 | Jul 3, 2026 |
|---|
| Session-based recommendation | 33 | 18 | Jun 26, 2026 |
|---|