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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 |
|---|---|---|---|---|
| Text-to-3D Generation | 74 | 53 | Jun 30, 2026 | |
| Image-level Anomaly Detection | 74 | 44 | Jun 15, 2026 | |
| Property Prediction | 73 | 20 | Jul 9, 2026 | |
| Gaussian Deblurring | 73 | 47 | Jun 30, 2026 | |
| Data Assimilation | 73 | 12 | May 19, 2026 | |
| Optimization | 73 | 22 | Jun 15, 2026 | |
| Linear regression | 73 | 19 | Jul 7, 2026 | |
| Multi-objective Reinforcement Learning | 73 | 18 | Jul 1, 2026 | |
| Infrared Small Target Detection | 73 | 32 | Jul 7, 2026 |
| WSI Classification | 72 | 41 | Jul 1, 2026 |
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| Face Alignment | 72 | 39 | Feb 27, 2026 |
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| Fraud Detection | 72 | 39 | Jul 2, 2026 |
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| Spatio-temporal forecasting | 72 | 27 | Jun 12, 2026 |
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| Video Reasoning | 72 | 58 | Jul 7, 2026 |
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| Radiology Report Generation | 72 | 73 | Jul 9, 2026 |
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| Text Summarization | 72 | 79 | Jun 11, 2026 |
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| CT Reconstruction | 71 | 30 | Jun 26, 2026 |
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| Deblurring | 71 | 79 | Jul 8, 2026 |
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| Topic Classification | 71 | 94 | Jul 3, 2026 |
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| Skeleton-based Action Recognition | 71 | 61 | Jun 11, 2026 |
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| Full Waveform Inversion | 71 | 7 | Apr 10, 2026 |
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| Automated Planning | 71 | 13 | Jun 29, 2026 |
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| Cross-domain Recommendation | 71 | 13 | Jun 25, 2026 |
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| Task Planning | 71 | 20 | Jul 8, 2026 |
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| Few-shot Segmentation | 71 | 49 | Jul 1, 2026 |
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