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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 |
|---|---|---|---|---|
| Biomass Prediction | 5 | 1 | Feb 18, 2026 | |
| Live Streaming Risk Assessment | 5 | 2 | Jun 4, 2026 | |
| StackCube | 5 | 5 | Jul 2, 2026 | |
| Autonomous grasping | 5 | 1 | Mar 31, 2026 | |
| Next behavior prediction | 5 | 2 | Apr 28, 2026 | |
| Optic Flow Estimation | 5 | 4 | May 26, 2026 | |
| Multi-arm Reaching | 5 | 1 | Feb 21, 2026 | |
| Bin-Loading | 5 | 1 | Feb 21, 2026 | |
| Lip-syncing | 5 | 3 | Feb 20, 2026 | |
| Disinformation Detection |
|---|
| 5 |
| 3 |
| Feb 20, 2026 |
| Head Avatar Synthesis | 5 | 2 | Feb 18, 2026 |
|---|
| Federated Lifelong Learning | 5 | 1 | Mar 31, 2026 |
|---|
| Task Following | 5 | 1 | Feb 21, 2026 |
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| Resource Management | 5 | 2 | Feb 21, 2026 |
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| BPF Estimation | 5 | 1 | Feb 21, 2026 |
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| Energy Consumption Prediction | 5 | 2 | Jun 2, 2026 |
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| 3D Dynamics Prediction | 5 | 2 | May 12, 2026 |
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| Pick Banana | 5 | 4 | Jun 16, 2026 |
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| Controllable Text-to-Image Diffusion | 5 | 1 | Feb 18, 2026 |
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| Anomaly Reasoning | 5 | 5 | Jul 7, 2026 |
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| Drone Activity Detection | 5 | 1 | Feb 21, 2026 |
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| Reaching-Hard | 5 | 1 | Feb 21, 2026 |
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| Manufacturing Resource Matching | 5 | 1 | Mar 31, 2026 |
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| Household Planning | 5 | 2 | Mar 26, 2026 |
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| Garment Texture Transfer | 5 | 1 | Feb 18, 2026 |
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