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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 |
|---|---|---|---|---|
| 20-way 1-shot Classification | 1 | 4 | Feb 22, 2026 | |
| 3D Pose Estimation (Azimuth) | 1 | 1 | Feb 18, 2026 | |
| Adversarial Transfer Learning | 1 | 1 | Feb 27, 2026 | |
| Sandstorm Image Restoration | 1 | 1 | Feb 20, 2026 | |
| Stylization Semantic Alignment | 1 | 1 | Feb 20, 2026 | |
| Analogical image generation | 1 | 1 | Feb 20, 2026 | |
| Novel View Synthesis and Camera Parameter Estimation | 1 | 1 | Feb 18, 2026 | |
| Multimodal Place Recognition | 1 | 1 | Feb 20, 2026 |
| 3D Pose Estimation (Elevation) | 1 | 1 | Feb 18, 2026 |
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| OAR Dosimetric Quality Evaluation | 1 | 1 | Feb 20, 2026 |
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| Joint Type Classification | 1 | 1 | Feb 20, 2026 |
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| Eye Gaze Prediction | 1 | 1 | Feb 20, 2026 |
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| Goal-conditioned controllable scene generation | 1 | 1 | Feb 20, 2026 |
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| Visual Offline Reinforcement Learning | 1 | 1 | Feb 18, 2026 |
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| Multi-subject video motion transfer | 1 | 1 | Feb 20, 2026 |
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| Aerial Visual Reasoning | 1 | 1 | Feb 20, 2026 |
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| 20-way 5-shot Classification | 1 | 3 | Feb 22, 2026 |
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| 3D Pose Lifting | 1 | 1 | Feb 18, 2026 |
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| Animal Recognition | 1 | 1 | Feb 18, 2026 |
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| Aerial Visual Grounding | 1 | 1 | Feb 20, 2026 |
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| Textual Explanation Semantic Consistency | 1 | 1 | Feb 20, 2026 |
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| Infant Pose Estimation | 1 | 1 | Feb 18, 2026 |
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| Robotic Bin Picking | 1 | 1 | Feb 20, 2026 |
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| Regional disease detection | 1 | 1 | Feb 20, 2026 |
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| Chart-to-code translation | 1 | 1 | Feb 20, 2026 |
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