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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 |
|---|---|---|---|---|
| E-commerce Recommendation | 3 | 1 | Feb 20, 2026 | |
| Late-Interaction Retrieval | 3 | 1 | Feb 27, 2026 | |
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 | |
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Classical Planning | 3 | 2 | Mar 30, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| Multi-modal Image Understanding |
| 3 |
| 3 |
| Jun 24, 2026 |
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Anisotropy Parameter Inference | 3 | 1 | Feb 18, 2026 |
|---|
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Ad Ranking | 3 | 3 | Apr 15, 2026 |
|---|
| WSI Report Generation | 3 | 2 | Mar 4, 2026 |
|---|
| Aspect-based Summarization | 3 | 4 | Jun 5, 2026 |
|---|
| Product Type Mapping | 3 | 1 | Feb 20, 2026 |
|---|
| Network Estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Intrinsic Bias Evaluation | 3 | 1 | Feb 18, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Natural Language to SQL | 3 | 5 | Apr 20, 2026 |
|---|
| Multi-document retrieval | 3 | 1 | Feb 20, 2026 |
|---|
| Match Prediction | 3 | 2 | Apr 7, 2026 |
|---|
| Point Cloud Adversarial Attack | 3 | 5 | May 12, 2026 |
|---|