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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 |
|---|---|---|---|---|
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| Long-term Motion Prediction | 3 | 2 | Apr 2, 2026 | |
| Human-Object Interaction Motion Generation | 3 | 3 | May 1, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Dual-spectral CT Material Decomposition | 3 | 1 | Feb 20, 2026 | |
| Semantic Segmentation Propagation | 3 | 2 | Feb 18, 2026 | |
| Stroke detection | 3 | 2 | Apr 7, 2026 | |
| multi-disease classification |
| 3 |
| 3 |
| Jun 16, 2026 |
| Bias Mitigation (Text-to-Image) | 3 | 1 | Feb 18, 2026 |
|---|
| Traffic Control | 3 | 2 | Feb 21, 2026 |
|---|
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Trajectory Prediction and Robot Action Planning | 3 | 1 | Feb 18, 2026 |
|---|
| Driving Scene Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Street View Synthesis | 3 | 2 | Jun 2, 2026 |
|---|
| Mono-temporal Cloud Removal | 3 | 1 | Feb 18, 2026 |
|---|
| View Interpolation | 3 | 3 | Mar 12, 2026 |
|---|
| Cognition and Reasoning | 3 | 2 | May 12, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Comprehensive Evaluation | 3 | 3 | May 28, 2026 |
|---|
| Many-to-One Spatio-temporal Sequence Forecasting | 3 | 1 | Feb 20, 2026 |
|---|
| Bokeh synthesis | 3 | 2 | Feb 20, 2026 |
|---|
| Cardiac ultrasound segmentation | 3 | 4 | Apr 23, 2026 |
|---|
| Real-world Visual Understanding | 3 | 15 | Jun 12, 2026 |
|---|
| Base-to-novel Classification | 3 | 1 | Feb 27, 2026 |
|---|