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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 |
|---|---|---|---|---|
| GNN-based Reverse Engineering Resilience | 7 | 1 | Feb 19, 2026 | |
| Low-light Raw Image Denoising | 7 | 1 | Feb 18, 2026 | |
| 3D Vessel Segmentation | 7 | 4 | Apr 30, 2026 | |
| Downstream ML Utility | 7 | 1 | Apr 3, 2026 | |
| 3D Object Editing | 7 | 6 | May 19, 2026 | |
| Vegetation Forecasting | 7 | 3 | Jun 26, 2026 | |
| Video Deinterlacing | 7 | 1 | Feb 18, 2026 | |
| Safety Guardrailing | 7 | 3 | Jul 8, 2026 | |
| Contextual Automatic Speech Recognition | 7 | 5 | Jun 2, 2026 |
| Audio Coding | 7 | 4 | Jun 11, 2026 |
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| Medical Lesion Segmentation | 7 | 2 | Apr 14, 2026 |
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| Upstream Backdoor Detection | 7 | 1 | Feb 18, 2026 |
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| Untargeted identity retrieval attack | 7 | 1 | Apr 2, 2026 |
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| Robot Imitation Learning | 7 | 1 | Apr 2, 2026 |
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| Vectorized Map Construction | 7 | 7 | May 22, 2026 |
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| Caption Generation | 7 | 5 | Jul 2, 2026 |
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| Soundscape Classification | 7 | 2 | May 21, 2026 |
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| Video Coding | 7 | 7 | Jul 8, 2026 |
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| Motion-to-text retrieval | 7 | 7 | Apr 21, 2026 |
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| Infant crying detection | 7 | 1 | Apr 2, 2026 |
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| Dataset Grouping | 7 | 1 | Apr 2, 2026 |
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| Song Generation | 7 | 7 | Jun 30, 2026 |
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| Image-to-Text Generation | 7 | 6 | Jun 16, 2026 |
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| Constrained Generation | 7 | 3 | May 1, 2026 |
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| Key Pair Generation | 7 | 2 | Jul 7, 2026 |
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