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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 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| E-commerce Recommendation | 3 | 1 | Feb 20, 2026 | |
| Informal-to-Formal Transfer | 3 | 1 | Feb 18, 2026 | |
| Psychological Counseling Dialogue Evaluation | 3 | 3 | May 27, 2026 | |
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 | |
| Classical Planning | 3 | 2 | Mar 30, 2026 | |
| Agent Trajectory Anomaly Detection |
| 3 |
| 1 |
| Mar 27, 2026 |
| Simulation Replay Retrieval | 3 | 1 | Feb 20, 2026 |
|---|
| Formal-to-Informal Transfer | 3 | 1 | Feb 18, 2026 |
|---|
| Informal to Formal Formality Transfer | 3 | 1 | Feb 18, 2026 |
|---|
| Span Detection | 3 | 2 | Feb 19, 2026 |
|---|
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Formal to Informal Formality Transfer | 3 | 1 | Feb 18, 2026 |
|---|
| Story Generation Evaluation | 3 | 2 | Apr 3, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Late-Interaction Retrieval | 3 | 1 | Feb 27, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Controlled Generation | 3 | 3 | Jun 29, 2026 |
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| Ad Ranking | 3 | 3 | Apr 15, 2026 |
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| Product Type Mapping | 3 | 1 | Feb 20, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|