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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 |
|---|---|---|---|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| Pulmonary Tree Repair | 3 | 1 | Feb 19, 2026 | |
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Navigation Reasoning | 3 | 2 | Feb 19, 2026 | |
| Pulmonary Tree Labeling | 3 | 1 | Feb 19, 2026 | |
| Facial Recognition | 3 | 2 | Jul 7, 2026 | |
| Video Generation Assessment | 3 | 2 | May 28, 2026 | |
| Segmentation Model Ranking |
| 3 |
| 1 |
| Mar 31, 2026 |
| Subcircuit Identification | 3 | 1 | Mar 30, 2026 |
|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
|---|
| Aggregate Model Performance | 3 | 6 | Mar 27, 2026 |
|---|
| Human Body Pose Estimation | 3 | 1 | Feb 19, 2026 |
|---|
| Speech Reasoning | 3 | 2 | Mar 23, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Cycle Check | 3 | 3 | May 12, 2026 |
|---|
| Cross-modal Vision-Language Retrieval | 3 | 1 | Feb 19, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Long-term Planning | 3 | 2 | May 28, 2026 |
|---|
| Box/Door Unlocking | 3 | 1 | Feb 18, 2026 |
|---|
| Veracity Assessment | 3 | 2 | Feb 19, 2026 |
|---|
| Crash Avoidance | 3 | 1 | Feb 18, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|