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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 |
|---|---|---|---|---|
| Satellite-to-Ground image synthesis | 3 | 1 | Mar 30, 2026 | |
| hopper locomotion | 3 | 10 | May 7, 2026 | |
| Feedback Loop Identification | 3 | 1 | Mar 30, 2026 | |
| Subcircuit Identification | 3 | 1 | Mar 30, 2026 | |
| Backchannel | 3 | 4 | Jun 18, 2026 | |
| Push Notification Generation | 3 | 1 | Feb 20, 2026 | |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 | |
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 | |
| Direction | 3 | 2 | Jun 16, 2026 | |
| Mathematical Reasoning and Code Generation |
|---|
| 3 |
| 3 |
| Jun 30, 2026 |
| Classical Planning | 3 | 2 | Mar 30, 2026 |
|---|
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Box Detection | 3 | 1 | Mar 31, 2026 |
|---|
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 |
|---|
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 |
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| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
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| Multimodal Generative Recommendation | 3 | 1 | Feb 20, 2026 |
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| Open-ended Reasoning | 3 | 3 | May 22, 2026 |
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| Drone Navigation | 3 | 2 | Jun 4, 2026 |
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| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
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| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
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| Transition Path Sampling | 3 | 3 | Mar 17, 2026 |
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| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
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| Ontology Classification | 3 | 5 | Apr 27, 2026 |
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| Tightly controlled table-to-text generation | 3 | 1 | Feb 18, 2026 |
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