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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 |
|---|---|---|---|---|
| Directional attribution | 2 | 1 | Mar 24, 2026 | |
| Semantic Specificity Classification | 2 | 1 | Feb 18, 2026 | |
| Agglomeration Classification | 2 | 1 | Feb 20, 2026 | |
| MultiModal Long-Context Understanding | 2 | 2 | Apr 21, 2026 | |
| Human Instance Segmentation | 2 | 1 | Feb 20, 2026 | |
| Unsupervised Relation Extraction | 2 | 1 | Feb 18, 2026 | |
| Multimodal Cognition | 2 | 4 | Feb 18, 2026 | |
| Vertex-level human-scene contact prediction | 2 | 3 | Apr 23, 2026 | |
| Individual Re-identification |
| 2 |
| 1 |
| Feb 20, 2026 |
| Collaborative Perception (CP) | 2 | 1 | Mar 24, 2026 |
|---|
| Navigation (NAV) | 2 | 1 | Mar 24, 2026 |
|---|
| Common Robustness | 2 | 1 | Feb 20, 2026 |
|---|
| Rumour Stance Classification | 2 | 1 | Feb 18, 2026 |
|---|
| Social Understanding | 2 | 2 | Jun 23, 2026 |
|---|
| Time-series Evaluation | 2 | 1 | Jun 16, 2026 |
|---|
| RAW-to-RAW mapping | 2 | 1 | Mar 24, 2026 |
|---|
| Restoration | 2 | 2 | May 1, 2026 |
|---|
| Endmember Estimation | 2 | 2 | Apr 1, 2026 |
|---|
| Artist Verification | 2 | 2 | May 12, 2026 |
|---|
| Facial Attribute Prediction | 2 | 1 | Feb 18, 2026 |
|---|
| High-level instruction execution | 2 | 1 | Mar 24, 2026 |
|---|
| Surgical tool presence detection | 2 | 1 | Mar 24, 2026 |
|---|
| Patent-to-patent retrieval | 2 | 1 | Mar 24, 2026 |
|---|
| Video Prediction Calibration Evaluation | 2 | 1 | Mar 24, 2026 |
|---|
| Reward Scoring | 2 | 2 | Apr 6, 2026 |
|---|