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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 |
|---|---|---|---|---|
| Facial Geometry Reconstruction | 3 | 1 | Feb 18, 2026 | |
| Crash-severity assessment | 3 | 1 | Feb 18, 2026 | |
| Crash severity prediction | 3 | 2 | Apr 29, 2026 | |
| Multi-target tracking | 3 | 6 | May 21, 2026 | |
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 | |
| Jailbreaking MLLMs | 3 | 2 | May 19, 2026 | |
| Pixel-level Anomaly Segmentation | 3 | 2 | Feb 20, 2026 | |
| Enzyme Commission number prediction | 3 | 3 | Jun 23, 2026 | |
| Graph Extraction Attack |
| 3 |
| 1 |
| Feb 18, 2026 |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 |
|---|
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 |
|---|
| Direction | 3 | 2 | Jun 16, 2026 |
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| Classical Planning | 3 | 2 | Mar 30, 2026 |
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| Routing Optimization | 3 | 3 | Jun 19, 2026 |
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| Backchannel | 3 | 4 | Jun 18, 2026 |
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| Video Anomaly Description | 3 | 2 | Apr 1, 2026 |
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| Deep Image Steganography | 3 | 1 | Feb 19, 2026 |
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| CAD reconstruction from multi-view images | 3 | 2 | Jun 4, 2026 |
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| Rating Classification | 3 | 2 | Mar 10, 2026 |
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| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
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| Histopathological metastases classification | 3 | 1 | Feb 19, 2026 |
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| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
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| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
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| Composition Classification | 3 | 2 | Jun 30, 2026 |
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| Tree Species Classification | 3 | 2 | May 8, 2026 |
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