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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 |
|---|---|---|---|---|
| Occupancy Estimation | 9 | 4 | Mar 27, 2026 | |
| 6D camera-to-robot pose estimation | 9 | 2 | Feb 18, 2026 | |
| Whole Tumor Segmentation | 9 | 9 | Jun 9, 2026 | |
| Skeleton-based Action Retrieval | 8 | 2 | Apr 21, 2026 | |
| Grasp Pose Detection | 8 | 2 | Feb 18, 2026 | |
| Aptamer Screening | 8 | 1 | Feb 18, 2026 | |
| Multi-intent detection | 8 | 1 | Apr 1, 2026 | |
| Multi-image Super-resolution | 8 | 4 | Feb 20, 2026 | |
| Joint parameter estimation |
| 8 |
| 3 |
| Jun 2, 2026 |
| General LLM Evaluation | 8 | 8 | May 28, 2026 |
|---|
| Labelling Accuracy | 8 | 1 | Mar 31, 2026 |
|---|
| Expert Realism Classification | 8 | 1 | Mar 31, 2026 |
|---|
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 |
|---|
| Omission Detection | 8 | 4 | May 29, 2026 |
|---|
| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
|---|
| Multi-Robot Task Allocation | 8 | 6 | May 26, 2026 |
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| Code Transpilation | 8 | 1 | Feb 18, 2026 |
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| Contextual Bandit Simulation | 8 | 1 | Feb 21, 2026 |
|---|
| Multimodal Entity Linking | 8 | 3 | Jun 11, 2026 |
|---|
| Non-rigid SLAM | 8 | 1 | Feb 18, 2026 |
|---|
| Lifelong Knowledge Editing | 8 | 3 | Feb 19, 2026 |
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| Harmlessness | 8 | 5 | Apr 21, 2026 |
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| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 |
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| Cloud Segmentation | 8 | 3 | Apr 7, 2026 |
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| Osteoporosis Diagnosis | 8 | 1 | Feb 18, 2026 |
|---|