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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 |
|---|---|---|---|---|
| Ad Ranking | 3 | 3 | Apr 15, 2026 | |
| Feedback Loop Identification | 3 | 1 | Mar 30, 2026 | |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 | |
| Remote Grounding | 3 | 6 | May 27, 2026 | |
| Mixed Integer Programming | 3 | 2 | Apr 2, 2026 | |
| Classical Planning | 3 | 2 | Mar 30, 2026 | |
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Long-term multivariate time series forecasting |
| 3 |
| 3 |
| Jun 2, 2026 |
| Direction | 3 | 2 | Jun 16, 2026 |
|---|
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 |
|---|
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Rotation Object Detection | 3 | 2 | Feb 18, 2026 |
|---|
| RTL code generation | 3 | 2 | Feb 21, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Product Type Mapping | 3 | 1 | Feb 20, 2026 |
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| Domain Adaptation Image Classification | 3 | 2 | Feb 22, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
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| Aspect Number Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Dynamic Aspect-Based Summarization | 3 | 1 | Feb 18, 2026 |
|---|