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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 |
|---|---|---|---|---|
| Weed map representation | 6 | 1 | Feb 21, 2026 | |
| Text-to-SVG Generation | 6 | 6 | Apr 10, 2026 | |
| Dangling Detection | 6 | 1 | Feb 18, 2026 | |
| Network Alignment | 6 | 2 | May 26, 2026 | |
| Uneven illumination scene reconstruction | 6 | 1 | Feb 18, 2026 | |
| Audio Fingerprinting | 6 | 1 | Mar 26, 2026 | |
| Hand Pressure Estimation | 6 | 4 | Jun 8, 2026 | |
| 3D Human Mesh Estimation | 6 | 8 | May 12, 2026 | |
| Retinal Layer Segmentation | 6 | 2 | Apr 7, 2026 |
| Short-term object interaction anticipation | 6 | 5 | Jun 2, 2026 |
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| Safety-critical scenario generation | 6 | 5 | Jul 7, 2026 |
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| Prompt Injection Robustness | 6 | 3 | Jun 11, 2026 |
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| Lane line mapping | 6 | 2 | Mar 4, 2026 |
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| Cross-domain AI-generated image detection | 6 | 1 | Mar 25, 2026 |
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| Lifelong Multi-Agent Path Finding | 6 | 1 | Mar 26, 2026 |
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| Molecular energy prediction | 6 | 5 | May 19, 2026 |
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| Partially Relevant Video Retrieval | 6 | 2 | May 8, 2026 |
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| Temporal Value Estimation | 6 | 1 | Feb 21, 2026 |
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| Spinal Cord Gray Matter Segmentation | 6 | 1 | Feb 18, 2026 |
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| Motivational Interviewing Dialogue Evaluation | 6 | 2 | May 11, 2026 |
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| Membership Detection | 6 | 2 | Jun 11, 2026 |
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| EDU Segmentation | 6 | 1 | Feb 18, 2026 |
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| Map Construction | 6 | 2 | Jun 4, 2026 |
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| Non-prehensile manipulation | 6 | 3 | Jun 30, 2026 |
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| Speech Instruction-Following | 6 | 3 | Jun 26, 2026 |
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