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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 |
|---|---|---|---|---|
| 3D Whole-body Pose Estimation | 5 | 7 | Apr 21, 2026 | |
| Next behavior prediction | 5 | 2 | Apr 28, 2026 | |
| Paraphrase | 5 | 5 | May 21, 2026 | |
| Drone Activity Detection | 5 | 1 | Feb 21, 2026 | |
| BPF Estimation | 5 | 1 | Feb 21, 2026 | |
| Camera Understanding | 5 | 2 | May 15, 2026 | |
| Semantic Instruction Following | 5 | 1 | Feb 18, 2026 | |
| Noise Suppression | 5 | 2 | Feb 18, 2026 | |
| Embodied decision-making | 5 | 8 | Jun 19, 2026 | |
| Federated Lifelong Learning |
|---|
| 5 |
| 1 |
| Mar 31, 2026 |
| Live Streaming Risk Assessment | 5 | 2 | Jun 4, 2026 |
|---|
| Vocoding | 5 | 3 | Mar 10, 2026 |
|---|
| Task Following | 5 | 1 | Feb 21, 2026 |
|---|
| Anomaly Reasoning | 5 | 5 | Jul 7, 2026 |
|---|
| Multi-arm Reaching | 5 | 1 | Feb 21, 2026 |
|---|
| Bin-Loading | 5 | 1 | Feb 21, 2026 |
|---|
| Biomass Prediction | 5 | 1 | Feb 18, 2026 |
|---|
| Map Segmentation | 5 | 15 | Jul 8, 2026 |
|---|
| 3D Dynamics Prediction | 5 | 2 | May 12, 2026 |
|---|
| Resource Management | 5 | 2 | Feb 21, 2026 |
|---|
| Pick Banana | 5 | 4 | Jun 16, 2026 |
|---|
| Manufacturing Resource Matching | 5 | 1 | Mar 31, 2026 |
|---|
| Reaching-Hard | 5 | 1 | Feb 21, 2026 |
|---|
| Energy Consumption Prediction | 5 | 2 | Jun 2, 2026 |
|---|
| Mixed-Variable Optimization | 5 | 2 | May 14, 2026 |
|---|