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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 |
|---|---|---|---|---|
| Panoptic Segmentation | 149 | 136 | Jul 8, 2026 | |
| Coreference Resolution | 149 | 92 | Jun 26, 2026 | |
| Text-to-SQL | 149 | 138 | Jul 7, 2026 | |
| Scene Text Recognition | 148 | 57 | Jun 24, 2026 | |
| Survival Prediction | 148 | 89 | Jun 24, 2026 | |
| Path planning | 148 | 43 | Jul 7, 2026 | |
| Pick-&-Place | 147 | 82 | Jul 7, 2026 | |
| Time Series Imputation | 146 | 33 | Jul 9, 2026 | |
| Coding | 146 | 139 | Jul 2, 2026 | |
| Synthetic Image Detection |
| 146 |
| 36 |
| Jul 8, 2026 |
| Dependency Parsing | 145 | 58 | Jun 2, 2026 |
|---|
| Multiclass Classification | 145 | 56 | Jul 7, 2026 |
|---|
| Speech Emotion Recognition | 144 | 63 | Jul 3, 2026 |
|---|
| Face Recognition | 144 | 78 | Jul 8, 2026 |
|---|
| Video Classification | 144 | 143 | Jul 9, 2026 |
|---|
| Image Deblurring | 143 | 152 | Jul 7, 2026 |
|---|
| Robot navigation | 142 | 66 | Jul 9, 2026 |
|---|
| Face Verification | 142 | 100 | Jul 7, 2026 |
|---|
| Vision-and-Language Navigation | 141 | 113 | Jul 8, 2026 |
|---|
| Imputation | 140 | 34 | Jul 7, 2026 |
|---|
| Vulnerability Detection | 139 | 60 | Jul 2, 2026 |
|---|
| Odometry | 139 | 28 | Jul 7, 2026 |
|---|
| Knowledge Editing | 139 | 53 | Jun 23, 2026 |
|---|
| Tool Use | 138 | 103 | Jul 7, 2026 |
|---|
| Trajectory Estimation | 135 | 39 | Jul 9, 2026 |
|---|