Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 | |
| Natural Language to SQL | 3 | 5 | Apr 20, 2026 | |
| Classical Planning | 3 | 2 | Mar 30, 2026 | |
| Ad Ranking | 3 | 3 | Apr 15, 2026 | |
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| Point Cloud Adversarial Attack | 3 | 5 | May 12, 2026 |
| Single-class 3D Generation | 3 | 1 | Feb 18, 2026 |
|---|
| Radar-to-Radar Place Recognition | 3 | 1 | Mar 30, 2026 |
|---|
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 |
|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
|---|
| Knee Injury Detection | 3 | 1 | Feb 20, 2026 |
|---|
| Natural Language Code Search | 3 | 5 | Jun 2, 2026 |
|---|
| Downstream retrieval | 3 | 1 | Feb 20, 2026 |
|---|
| Knowledge-grounded Dialog Generation | 3 | 2 | Feb 18, 2026 |
|---|
| Event Type Classification | 3 | 5 | May 19, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Product Type Mapping | 3 | 1 | Feb 20, 2026 |
|---|
| Follow-up Questioning Consistency | 3 | 1 | Feb 18, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Remote Grounding | 3 | 6 | May 27, 2026 |
|---|
| Mixed Integer Programming | 3 | 2 | Apr 2, 2026 |
|---|
| Multi-document retrieval | 3 | 1 | Feb 20, 2026 |
|---|
| Long-term multivariate time series forecasting | 3 | 3 | Jun 2, 2026 |
|---|