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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 |
|---|---|---|---|---|
| Vacuum Grasping | 5 | 1 | Feb 21, 2026 | |
| Cross-file code completion | 5 | 3 | Mar 18, 2026 | |
| StackCube | 5 | 5 | Jul 2, 2026 | |
| Text-to-Molecule Retrieval | 5 | 2 | Feb 27, 2026 | |
| Parallel Grasping | 5 | 1 | Feb 21, 2026 | |
| Ambiguity Detection | 5 | 4 | Jun 23, 2026 | |
| Social Robot Navigation | 5 | 2 | Jul 2, 2026 | |
| Partial Person Re-identification | 5 | 8 | Feb 18, 2026 | |
| Close | 5 | 3 | Jun 12, 2026 | |
| Autonomous grasping |
| 5 |
| 1 |
| Mar 31, 2026 |
| Scene Segmentation | 5 | 2 | Feb 20, 2026 |
|---|
| 3D Facial Expression Recognition | 5 | 1 | Mar 31, 2026 |
|---|
| Audio-to-Text Chat | 5 | 1 | Mar 31, 2026 |
|---|
| Vertical Federated Unlearning | 5 | 1 | Feb 18, 2026 |
|---|
| Scam Detection | 5 | 4 | May 19, 2026 |
|---|
| Albedo Reconstruction | 5 | 4 | Jul 3, 2026 |
|---|
| Next behavior prediction | 5 | 2 | Apr 28, 2026 |
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| Camera Understanding | 5 | 2 | May 15, 2026 |
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| Embodied decision-making | 5 | 8 | Jun 19, 2026 |
|---|
| Live Streaming Risk Assessment | 5 | 2 | Jun 4, 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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| Biomass Prediction | 5 | 1 | Feb 18, 2026 |
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| Anomaly Reasoning | 5 | 5 | Jul 7, 2026 |
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| Federated Lifelong Learning | 5 | 1 | Mar 31, 2026 |
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