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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 |
|---|---|---|---|---|
| Dense foot contact estimation | 1 | 1 | Feb 18, 2026 | |
| Joint-level foot contact estimation | 1 | 1 | Feb 18, 2026 | |
| Image Restoration (Rain and Fog Removal) | 1 | 2 | Feb 18, 2026 | |
| Neural Scene Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Spectral Reconstruction from RGB Images | 1 | 1 | Feb 18, 2026 | |
| Object Structure Preservation | 1 | 1 | Feb 18, 2026 | |
| Multi-weather Image Transformation | 1 | 1 | Feb 18, 2026 | |
| MSI Status Classification | 1 | 1 | Feb 18, 2026 | |
| Spatio-temporal Video Question Answering |
|---|
| 1 |
| 1 |
| Feb 18, 2026 |
| Multimodal Dental Image Analysis | 1 | 1 | Feb 18, 2026 |
|---|
| Task-Guided Grasp Selection | 1 | 1 | Mar 30, 2026 |
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| Classification of Procedural Activities | 1 | 3 | Feb 18, 2026 |
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| Holistic Reasoning (Q -> AR) | 1 | 1 | Feb 18, 2026 |
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| High-Resolution Salient Object Detection | 1 | 1 | Feb 18, 2026 |
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| RSSI Prediction | 1 | 1 | Feb 18, 2026 |
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| Left sideswipe collision generation | 1 | 1 | Feb 18, 2026 |
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| Open Vocabulary Mobile Manipulation (OVMM) | 1 | 1 | Feb 18, 2026 |
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| 3D Affordance Keypoint Detection | 1 | 1 | Feb 18, 2026 |
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| Noisy MNIST classification | 1 | 1 | Feb 18, 2026 |
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| Video Encoding Rate-Distortion Optimization | 1 | 1 | Feb 18, 2026 |
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| Color Querying | 1 | 1 | Feb 18, 2026 |
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| Schematic Auditing | 1 | 1 | Feb 18, 2026 |
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| Mathematical and Spatial Reasoning | 1 | 1 | Feb 18, 2026 |
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| Multimodal Captioning | 1 | 1 | Feb 18, 2026 |
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| Visual faithfulness evaluation | 1 | 1 | Feb 18, 2026 |
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