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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 |
|---|---|---|---|---|
| Motion Prediction | 45 | 41 | Jul 9, 2026 | |
| Video Deepfake Detection | 45 | 7 | Jul 7, 2026 | |
| Closed-loop Planning | 45 | 64 | Jul 7, 2026 | |
| Point Map Estimation | 45 | 29 | Jun 23, 2026 | |
| 3D Object Reconstruction | 45 | 34 | Jul 7, 2026 | |
| Captioning | 45 | 25 | Jul 9, 2026 | |
| Paraphrase Identification | 45 | 53 | Jun 26, 2026 | |
| Image Understanding | 45 | 28 | Jun 16, 2026 | |
| Pixel-level Anomaly Detection |
| 45 |
| 29 |
| Jun 9, 2026 |
| Time Series Clustering | 45 | 5 | Jul 9, 2026 |
|---|
| Dexterous Manipulation | 45 | 26 | Jul 7, 2026 |
|---|
| Task-oriented Dialogue | 45 | 22 | Jun 29, 2026 |
|---|
| Multi-task Learning | 45 | 37 | Jun 26, 2026 |
|---|
| Maze Navigation | 45 | 18 | Jul 7, 2026 |
|---|
| Verification | 45 | 13 | Jul 7, 2026 |
|---|
| Cross-lingual Summarization | 45 | 9 | Jun 2, 2026 |
|---|
| 6D Object Pose Estimation | 45 | 54 | Jun 23, 2026 |
|---|
| Dexterous Grasping | 44 | 14 | Jul 7, 2026 |
|---|
| Game Playing | 44 | 18 | Jun 24, 2026 |
|---|
| Knowledge Graph Reasoning | 44 | 15 | Jun 18, 2026 |
|---|
| Matrix completion | 44 | 18 | Jun 5, 2026 |
|---|
| Hyperparameter Optimization | 44 | 13 | Jun 23, 2026 |
|---|
| Face Restoration | 44 | 21 | May 15, 2026 |
|---|
| Object Removal | 44 | 25 | Jun 29, 2026 |
|---|
| Visual Perception | 44 | 80 | Jul 7, 2026 |
|---|