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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 |
|---|---|---|---|---|
| Pen | 5 | 4 | Jun 1, 2026 | |
| Multilingual Evaluation | 5 | 4 | May 28, 2026 | |
| Object Instance Segmentation | 5 | 3 | May 12, 2026 | |
| Weighted Partial MaxSAT | 5 | 1 | Feb 18, 2026 | |
| Robotic Arm Manipulation | 5 | 4 | Jul 3, 2026 | |
| Backdoor Attack in Dataset Condensation | 5 | 2 | Apr 1, 2026 | |
| Private Decision Tree Evaluation | 5 | 1 | Mar 31, 2026 | |
| Web agent tasks | 5 | 11 | Jun 17, 2026 | |
| Conversation Forecasting | 5 | 1 | Feb 18, 2026 | |
| 5 |
| 1 |
| Feb 18, 2026 |
| Ambiguity Detection | 5 | 4 | Jun 23, 2026 |
|---|
| Social Robot Navigation | 5 | 2 | Jul 2, 2026 |
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| Degradation Estimation | 5 | 2 | Feb 21, 2026 |
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| Part Pose Estimation | 5 | 4 | Jun 2, 2026 |
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| 3D Facial Expression Recognition | 5 | 1 | Mar 31, 2026 |
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| Close | 5 | 3 | Jun 12, 2026 |
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| Autonomous grasping | 5 | 1 | Mar 31, 2026 |
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| Audio-to-Text Chat | 5 | 1 | Mar 31, 2026 |
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| Single Image Denoising | 5 | 3 | Apr 7, 2026 |
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| Text-to-Molecule Retrieval | 5 | 2 | Feb 27, 2026 |
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| Scam Detection | 5 | 4 | May 19, 2026 |
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| Cross-file code completion | 5 | 3 | Mar 18, 2026 |
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| Privilege Escalation Detection | 5 | 1 | May 18, 2026 |
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| Drone Activity Detection | 5 | 1 | Feb 21, 2026 |
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| BPF Estimation | 5 | 1 | Feb 21, 2026 |
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