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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 |
|---|---|---|---|---|
| Controllable Text-to-Image Diffusion | 5 | 1 | Feb 18, 2026 | |
| BPF Estimation | 5 | 1 | Feb 21, 2026 | |
| 10-class classification | 5 | 3 | Jun 23, 2026 | |
| Next behavior prediction | 5 | 2 | Apr 28, 2026 | |
| Drone Activity Detection | 5 | 1 | Feb 21, 2026 | |
| Superresolution | 5 | 12 | Jun 16, 2026 | |
| Energy Consumption Prediction | 5 | 2 | Jun 2, 2026 | |
| Autonomous grasping | 5 | 1 | Mar 31, 2026 | |
| Camera Understanding | 5 | 2 | May 15, 2026 | |
| Federated Lifelong Learning |
| 5 |
| 1 |
| Mar 31, 2026 |
| Resource Management | 5 | 2 | Feb 21, 2026 |
|---|
| Top-level Implicit Discourse Relation Recognition | 5 | 2 | Feb 18, 2026 |
|---|
| Pick Banana | 5 | 4 | Jun 16, 2026 |
|---|
| Anomaly Reasoning | 5 | 5 | Jul 7, 2026 |
|---|
| Reaching-Hard | 5 | 1 | Feb 21, 2026 |
|---|
| Customized Video Generation | 5 | 4 | Jun 11, 2026 |
|---|
| Task Following | 5 | 1 | Feb 21, 2026 |
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| 3D Dynamics Prediction | 5 | 2 | May 12, 2026 |
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| Quality Scoring | 5 | 2 | Apr 14, 2026 |
|---|
| Manufacturing Resource Matching | 5 | 1 | Mar 31, 2026 |
|---|
| Bin-Loading | 5 | 1 | Feb 21, 2026 |
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| Mutation Engineering | 5 | 1 | Feb 27, 2026 |
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| Mixed-Variable Optimization | 5 | 2 | May 14, 2026 |
|---|
| Vulnerability Prediction | 5 | 3 | Jun 30, 2026 |
|---|
| Sentiment Control | 5 | 3 | Feb 18, 2026 |
|---|