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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 | |
| Camera Pose Regression | 17 | 5 | Mar 23, 2026 | |
| Medical Image Reconstruction | 17 | 3 | May 6, 2026 | |
| Task success | 17 | 7 | Jul 7, 2026 | |
| Global Clustering | 17 | 1 | Feb 21, 2026 | |
| Loop Closure Detection | 17 | 3 | Apr 23, 2026 | |
| Spatial Grounding | 17 | 13 | Jul 7, 2026 | |
| Aerial Vision-and-Language Navigation | 17 | 6 | Apr 21, 2026 | |
| Point cloud generation |
| 17 |
| 14 |
| Jul 7, 2026 |
| Collaborative 3D Object Detection | 17 | 5 | Jun 4, 2026 |
|---|
| Causal Estimation | 17 | 6 | May 12, 2026 |
|---|
| 3D Dense Captioning | 17 | 39 | Jul 8, 2026 |
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| Graph Node Classification | 17 | 4 | May 12, 2026 |
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| Agent Task Completion | 17 | 9 | Jun 29, 2026 |
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| Vulnerability Discovery | 17 | 7 | Jun 16, 2026 |
|---|
| State register identification | 17 | 1 | Feb 19, 2026 |
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| Boolean Question Answering | 17 | 56 | Jul 1, 2026 |
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| Gland Segmentation | 17 | 15 | Jun 5, 2026 |
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| Text-to-motion | 17 | 18 | Jul 8, 2026 |
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| LTL Instruction Following | 17 | 2 | Feb 27, 2026 |
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| Knowledge Probing | 17 | 11 | Jun 5, 2026 |
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| Performance and code size impact evaluation | 17 | 1 | Feb 19, 2026 |
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| Monocular Camera Calibration | 17 | 1 | Feb 18, 2026 |
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| Interaction Recognition | 17 | 9 | May 8, 2026 |
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| Level Set Estimation | 17 | 2 | Feb 22, 2026 |
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