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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 |
|---|---|---|---|---|
| LiDAR point cloud generation | 3 | 1 | Feb 20, 2026 | |
| GUI Task Execution | 3 | 3 | Mar 26, 2026 | |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Mask Prediction | 3 | 2 | Jun 12, 2026 | |
| 3D Object Grounding | 3 | 2 | Mar 24, 2026 | |
| Cross-modal Ship Re-identification | 3 | 1 | Feb 20, 2026 | |
| Object Concept Erasure | 3 | 2 | May 26, 2026 | |
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Driving Performance Validation |
| 3 |
| 1 |
| Mar 27, 2026 |
| Dynamic Spatial Reasoning | 3 | 3 | Apr 30, 2026 |
|---|
| Multi-image Visual Question Answering | 3 | 3 | Mar 24, 2026 |
|---|
| Pathological Multimodal Understanding | 3 | 2 | Feb 27, 2026 |
|---|
| Motion Sequence Interpolation | 3 | 1 | Feb 20, 2026 |
|---|
| Text-guided image inpainting | 3 | 2 | Feb 25, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Semantic Role Labeling Predicate-arguments | 3 | 1 | Feb 18, 2026 |
|---|
| LLM Safety Defense | 3 | 1 | Feb 18, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Inference Speed Evaluation | 3 | 3 | Jun 30, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Semantic Role Labeling Modifiers | 3 | 1 | Feb 18, 2026 |
|---|
| Prompt-only Safety Routing | 3 | 1 | Feb 18, 2026 |
|---|
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 |
|---|
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Prompt-Response Safety Routing | 3 | 1 | Feb 18, 2026 |
|---|