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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 |
|---|---|---|---|---|
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 | |
| Stroke outcome prediction | 3 | 2 | Feb 21, 2026 | |
| Classical Planning | 3 | 2 | Mar 30, 2026 | |
| Sparse-sensor motion capture | 3 | 1 | Feb 19, 2026 | |
| LVEF Prediction | 3 | 3 | Mar 19, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Molecule Description Generation | 3 | 4 | Feb 19, 2026 | |
| Next Action Anticipation | 3 | 3 | Mar 11, 2026 | |
| Driving Performance Validation |
| 3 |
| 1 |
| Mar 27, 2026 |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| ADL Classification | 3 | 1 | Feb 19, 2026 |
|---|
| Automatic Text Evaluation | 3 | 1 | Feb 18, 2026 |
|---|
| Summarization (Completeness) | 3 | 1 | Feb 18, 2026 |
|---|
| RAG-Completeness | 3 | 1 | Feb 18, 2026 |
|---|
| Completeness | 3 | 1 | Feb 18, 2026 |
|---|
| Groundedness | 3 | 1 | Feb 18, 2026 |
|---|
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 |
|---|
| Perceptual Image Super-Resolution | 3 | 1 | Mar 30, 2026 |
|---|
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 |
|---|
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Wound Measurement | 3 | 1 | Feb 19, 2026 |
|---|
| Event Trigger Extraction | 3 | 2 | Apr 14, 2026 |
|---|
| Relevance | 3 | 1 | Feb 18, 2026 |
|---|
| Compression Capacity | 3 | 1 | Feb 18, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|