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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 |
|---|---|---|---|---|
| Retinal Disease Classification | 6 | 7 | Mar 20, 2026 | |
| Image Classification, OOD Detection, and Adversarial Attack Detection | 6 | 1 | Mar 5, 2026 | |
| Cross-Domain Few-Shot Segmentation | 6 | 2 | Jun 24, 2026 | |
| Computer-Aided Diagnosis (CAD) | 6 | 3 | Jul 8, 2026 | |
| Satellite-to-Drone Geo-localization | 6 | 4 | Apr 20, 2026 | |
| Multi-modal Video Understanding | 6 | 20 | Jun 17, 2026 | |
| Movie Tagging | 6 | 5 | Jun 4, 2026 | |
| Joint Angle Prediction | 6 | 2 | Feb 18, 2026 |
| Mathematical & Geometric Reasoning | 6 | 2 | Apr 13, 2026 |
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| Multiple-Instance Learning | 6 | 3 | Apr 14, 2026 |
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| Brain tumor MRI classification | 6 | 7 | Jun 18, 2026 |
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| Gaussian Blur | 6 | 6 | Jun 2, 2026 |
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| Saliency Map Generation | 6 | 1 | Mar 6, 2026 |
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| Multi-modal manipulation detection | 6 | 1 | Mar 4, 2026 |
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| Egocentric Gaze Estimation | 6 | 1 | Feb 19, 2026 |
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| Open-Set Semantic Segmentation | 6 | 2 | Feb 24, 2026 |
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| Object Perception | 6 | 2 | Jul 7, 2026 |
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| Drone-to-Satellite Retrieval | 6 | 5 | May 15, 2026 |
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| Smoke Segmentation | 6 | 1 | Feb 19, 2026 |
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| Human Action QA | 6 | 1 | Feb 25, 2026 |
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| Temporal Action Proposal Generation | 6 | 15 | Feb 27, 2026 |
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| Scene Captioning | 6 | 2 | Apr 2, 2026 |
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| Whole-body Mesh Recovery | 6 | 4 | Mar 31, 2026 |
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| Open Vocabulary Mobile Manipulation | 6 | 4 | Apr 29, 2026 |
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| Speech-Driven Facial Animation | 6 | 7 | Apr 20, 2026 |
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