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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 |
|---|---|---|---|---|
| Saliency Object Detection | 5 | 7 | Apr 21, 2026 | |
| Vertical Federated Unlearning | 5 | 1 | Feb 18, 2026 | |
| Degradation Estimation | 5 | 2 | Feb 21, 2026 | |
| Social Robot Navigation | 5 | 2 | Jul 2, 2026 | |
| Autonomous grasping | 5 | 1 | Mar 31, 2026 | |
| Next behavior prediction | 5 | 2 | Apr 28, 2026 | |
| Graph Ranking (GED) | 5 | 1 | Feb 18, 2026 | |
| BPF Estimation | 5 | 1 | Feb 21, 2026 | |
| Federated Lifelong Learning | 5 | 1 | Mar 31, 2026 | |
| Drone Activity Detection |
| 5 |
| 1 |
| Feb 21, 2026 |
| In-context Text-to-Speech | 5 | 1 | Feb 18, 2026 |
|---|
| Bin-Loading | 5 | 1 | Feb 21, 2026 |
|---|
| Scam Detection | 5 | 4 | May 19, 2026 |
|---|
| LLM Generation | 5 | 4 | Feb 22, 2026 |
|---|
| Multi-arm Reaching | 5 | 1 | Feb 21, 2026 |
|---|
| Multispectral Pedestrian Detection | 5 | 4 | Mar 30, 2026 |
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| Entailment tree generation | 5 | 2 | Feb 18, 2026 |
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| Reaching-Hard | 5 | 1 | Feb 21, 2026 |
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| Ambiguity Detection | 5 | 4 | Jun 23, 2026 |
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| Embodied decision-making | 5 | 8 | Jun 19, 2026 |
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| Live Streaming Risk Assessment | 5 | 2 | Jun 4, 2026 |
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| Privilege Escalation Detection | 5 | 1 | May 18, 2026 |
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| 3D Facial Expression Recognition | 5 | 1 | Mar 31, 2026 |
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| Camera Understanding | 5 | 2 | May 15, 2026 |
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| Task Following | 5 | 1 | Feb 21, 2026 |
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