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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 |
|---|---|---|---|---|
| Subcircuit Identification | 3 | 1 | Mar 30, 2026 | |
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 | |
| Major Depressive Disorder Identification | 3 | 1 | Mar 31, 2026 | |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 | |
| User behavior simulation | 3 | 1 | Feb 20, 2026 | |
| Feedback Loop Identification | 3 | 1 | Mar 30, 2026 | |
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 | |
| Direction | 3 | 2 | Jun 16, 2026 | |
| Agent Trajectory Anomaly Detection |
| 3 |
| 1 |
| Mar 27, 2026 |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
|---|
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| E-commerce Recommendation | 3 | 1 | Feb 20, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Simulation Replay Retrieval | 3 | 1 | Feb 20, 2026 |
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| Human Body Part Segmentation | 3 | 6 | Feb 22, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
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| Classical Planning | 3 | 2 | Mar 30, 2026 |
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| Drone Navigation | 3 | 2 | Jun 4, 2026 |
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| Meta-review generation | 3 | 2 | Feb 18, 2026 |
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| Task-oriented Dialogue Response Generation | 3 | 5 | Feb 18, 2026 |
|---|
| Context-aware Instruction Following | 3 | 1 | Feb 18, 2026 |
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| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|