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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 |
|---|---|---|---|---|
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| Autonomous Driving Performance Evaluation | 3 | 2 | Apr 10, 2026 | |
| Road Graph Extraction | 3 | 2 | Mar 31, 2026 | |
| Aerial-ground vehicle localization | 3 | 1 | Feb 20, 2026 | |
| Semantic Column Type Prediction | 3 | 2 | Feb 18, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Graph Understanding | 3 | 1 | Feb 18, 2026 | |
| 4D Mesh Reconstruction |
| 3 |
| 3 |
| May 26, 2026 |
| PDE regression | 3 | 1 | Feb 18, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Document Parsing Quality Assessment | 3 | 1 | Feb 20, 2026 |
|---|
| Multimodal Embedding | 3 | 7 | Jun 12, 2026 |
|---|
| LiDAR Simulation | 3 | 2 | Jun 23, 2026 |
|---|
| Ad-hoc Coordination | 3 | 1 | Feb 18, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Sparse 3D Point Tracking | 3 | 1 | Feb 20, 2026 |
|---|
| Body estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 |
|---|
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Active↔Logical | 3 | 1 | Feb 18, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| DDoS Detection | 3 | 4 | Jul 9, 2026 |
|---|
| LLM Agent Defense | 3 | 1 | Feb 18, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|