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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 |
|---|---|---|---|---|
| Engagement Classification | 2 | 2 | May 6, 2026 | |
| Visual Question Answer | 2 | 5 | Feb 20, 2026 | |
| UI Component Detection | 2 | 1 | Feb 18, 2026 | |
| Video Motion Customization | 2 | 2 | Jul 9, 2026 | |
| Lesion Segmentation and Detection | 2 | 2 | Jun 9, 2026 | |
| RAW-to-RAW mapping | 2 | 1 | Mar 24, 2026 | |
| MultiModal Long-Context Understanding | 2 | 2 | Apr 21, 2026 | |
| Navigation (NAV) | 2 | 1 | Mar 24, 2026 | |
| Collaborative Perception (CP) |
| 2 |
| 1 |
| Mar 24, 2026 |
| Hair Combing Dynamics Prediction | 2 | 1 | Mar 24, 2026 |
|---|
| Salient Instance Segmentation | 2 | 2 | Jun 9, 2026 |
|---|
| Complex Scene Reasoning | 2 | 1 | Feb 20, 2026 |
|---|
| Video Prediction Calibration Evaluation | 2 | 1 | Mar 24, 2026 |
|---|
| High-level instruction execution | 2 | 1 | Mar 24, 2026 |
|---|
| Surgical tool presence detection | 2 | 1 | Mar 24, 2026 |
|---|
| Multi-image editing | 2 | 1 | Feb 20, 2026 |
|---|
| Patent-to-patent retrieval | 2 | 1 | Mar 24, 2026 |
|---|
| Reward Scoring | 2 | 2 | Apr 6, 2026 |
|---|
| Misleading Omission Correction | 2 | 1 | Feb 20, 2026 |
|---|
| Cross-lingual Entity Alignment | 2 | 1 | Mar 24, 2026 |
|---|
| Real image projection | 2 | 2 | Feb 18, 2026 |
|---|
| Optimal policy search | 2 | 1 | Mar 24, 2026 |
|---|
| Pixel Localization | 2 | 1 | Mar 23, 2026 |
|---|
| Geolocalization | 2 | 1 | Feb 20, 2026 |
|---|
| Component-level attribution | 2 | 1 | Mar 23, 2026 |
|---|