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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 |
|---|---|---|---|---|
| Feedback Loop Identification | 3 | 1 | Mar 30, 2026 | |
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 | |
| Jailbreaking MLLMs | 3 | 2 | May 19, 2026 | |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 | |
| Composition Classification | 3 | 2 | Jun 30, 2026 | |
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 | |
| CAD reconstruction from point clouds | 3 | 2 | Jun 4, 2026 | |
| Histopathological metastases classification | 3 | 1 | Feb 19, 2026 | |
| Spinal landmark detection |
|---|
| 3 |
| 1 |
| Feb 19, 2026 |
| Narrow Dynamic View Synthesis | 3 | 1 | Feb 19, 2026 |
|---|
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 |
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| 3D Awareness | 3 | 2 | Jun 2, 2026 |
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| Robot Action Prediction | 3 | 1 | Jun 9, 2026 |
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| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 |
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| Scaffold decoration | 3 | 2 | Jun 8, 2026 |
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| Direction | 3 | 2 | Jun 16, 2026 |
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| Investment decision alignment | 3 | 1 | Feb 18, 2026 |
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| Tree Species Classification | 3 | 2 | May 8, 2026 |
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| Watermark Generation | 3 | 5 | Jul 1, 2026 |
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| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
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| Text-to-Shape retrieval | 3 | 3 | Apr 27, 2026 |
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| Drone Navigation | 3 | 2 | Jun 4, 2026 |
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| Video Quality Comparison | 3 | 1 | Feb 19, 2026 |
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| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
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| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
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