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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 |
|---|---|---|---|---|
| 3D Reconstruction Filtration | 18 | 1 | Feb 20, 2026 | |
| Phase Recognition | 18 | 19 | Jul 1, 2026 | |
| Video Person Re-Identification | 18 | 16 | Jul 3, 2026 | |
| Virtual Screening | 18 | 13 | Jul 9, 2026 | |
| Visual Text Rendering | 17 | 11 | May 13, 2026 | |
| Truthfulness Evaluation | 17 | 32 | Jun 11, 2026 | |
| Generalization Gap Prediction | 17 | 5 | Jun 30, 2026 | |
| Conversational Response Generation | 17 | 9 | May 18, 2026 | |
| Loop Closure Detection |
| 17 |
| 3 |
| Apr 23, 2026 |
| Room Layout Estimation | 17 | 8 | Feb 22, 2026 |
|---|
| Aspect Term Extraction | 17 | 8 | Feb 27, 2026 |
|---|
| Medical Anomaly Detection | 17 | 5 | Jul 7, 2026 |
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| Medical Image Reconstruction | 17 | 3 | May 6, 2026 |
|---|
| Causal Estimation | 17 | 6 | May 12, 2026 |
|---|
| Quality-Diversity Optimization | 17 | 4 | May 12, 2026 |
|---|
| Unpaired Image-to-Image Translation | 17 | 7 | Jun 2, 2026 |
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| Sentence Completion | 17 | 48 | Jun 30, 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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| Handwritten Mathematical Expression Recognition | 17 | 13 | Feb 19, 2026 |
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| Collaborative 3D Object Detection | 17 | 5 | Jun 4, 2026 |
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| Motion Reconstruction | 17 | 10 | Jun 11, 2026 |
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| Weakly supervised semantic segmentation | 17 | 24 | Jul 7, 2026 |
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| Monocular Camera Calibration | 17 | 1 | Feb 18, 2026 |
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| Gaze Following | 17 | 7 | Jul 7, 2026 |
|---|