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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 |
|---|---|---|---|---|
| OOD Text Classification | 10 | 1 | Mar 31, 2026 | |
| Depth Map Super-Resolution | 10 | 4 | Mar 24, 2026 | |
| Causal order recovery | 10 | 1 | Mar 31, 2026 | |
| I2P Registration | 10 | 2 | May 7, 2026 | |
| Visual Ground Localization | 10 | 1 | Mar 31, 2026 | |
| Open Question Answering | 10 | 20 | Jun 2, 2026 | |
| Large-scale Spectral Clustering | 10 | 1 | Feb 18, 2026 | |
| Text-to-image Person Re-identification | 10 | 10 | Jun 2, 2026 | |
| Plant-level segmentation |
| 10 |
| 1 |
| Mar 31, 2026 |
| Free View Synthesis | 10 | 1 | Feb 18, 2026 |
|---|
| Behavioral Cloning | 10 | 4 | Jun 23, 2026 |
|---|
| Trajectory Classification | 10 | 3 | Jun 11, 2026 |
|---|
| Word Analogy | 10 | 6 | Jul 7, 2026 |
|---|
| 6-DoF Bronchoscope Localization | 10 | 1 | Feb 20, 2026 |
|---|
| Image Manipulation Detection and Localization | 10 | 4 | May 18, 2026 |
|---|
| Skill Routing | 10 | 3 | Jun 12, 2026 |
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| Controllable Text Generation | 10 | 7 | Feb 18, 2026 |
|---|
| Online Mapping | 10 | 15 | Jun 19, 2026 |
|---|
| Multi-agent Path Planning | 10 | 3 | Jun 4, 2026 |
|---|
| Multi-view Multi-label Classification | 10 | 3 | Jun 4, 2026 |
|---|
| Opinion Dynamics Modeling | 10 | 1 | Feb 18, 2026 |
|---|
| System Dynamics Prediction | 10 | 2 | May 11, 2026 |
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| Watermarking Detection | 10 | 5 | May 29, 2026 |
|---|
| Constraint Satisfaction | 10 | 7 | May 26, 2026 |
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| Remote Sensing Classification | 10 | 8 | Jun 23, 2026 |
|---|