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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 |
|---|---|---|---|---|
| Truthfulness Evaluation | 17 | 32 | Jun 11, 2026 | |
| Quality-Diversity Optimization | 17 | 4 | May 12, 2026 | |
| SLAM Trajectory Estimation | 17 | 3 | Apr 3, 2026 | |
| COVID-19 Classification | 17 | 7 | Jun 30, 2026 | |
| Visual Text Rendering | 17 | 11 | May 13, 2026 | |
| Motion Reconstruction | 17 | 10 | Jun 11, 2026 | |
| Medical Anomaly Detection | 17 | 5 | Jul 7, 2026 | |
| Loop Closure Detection | 17 | 3 | Apr 23, 2026 | |
| Deep Metric Learning |
| 17 |
| 13 |
| Jun 30, 2026 |
| Gaze Following | 17 | 7 | Jul 7, 2026 |
|---|
| Monocular Camera Calibration | 17 | 1 | Feb 18, 2026 |
|---|
| Aerial Vision-and-Language Navigation | 17 | 6 | Apr 21, 2026 |
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| Camera Pose Regression | 17 | 5 | Mar 23, 2026 |
|---|
| Short-Term Load Forecasting | 17 | 2 | May 18, 2026 |
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| Medical Image Reconstruction | 17 | 3 | May 6, 2026 |
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| Collaborative 3D Object Detection | 17 | 5 | Jun 4, 2026 |
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| State register identification | 17 | 1 | Feb 19, 2026 |
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| Vulnerability Discovery | 17 | 7 | Jun 16, 2026 |
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| Fingerprint Matching | 17 | 2 | May 7, 2026 |
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| Activity Classification | 17 | 12 | Jul 7, 2026 |
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| Performance and code size impact evaluation | 17 | 1 | Feb 19, 2026 |
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| LTL Instruction Following | 17 | 2 | Feb 27, 2026 |
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| Image Manipulation | 17 | 6 | May 20, 2026 |
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| Gradient Inversion Attack | 17 | 6 | Jul 7, 2026 |
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| Agent Task Completion | 17 | 9 | Jun 29, 2026 |
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