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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 |
|---|---|---|---|---|
| Speech-Preserving Facial Expression Manipulation | 3 | 1 | Feb 20, 2026 | |
| Classical Planning | 3 | 2 | Mar 30, 2026 | |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| 2D Long-range optical flow | 3 | 2 | Feb 20, 2026 | |
| Three-class classification | 3 | 3 | May 12, 2026 | |
| Causal Spatial Reasoning | 3 | 1 | Feb 20, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Movie Audio Description generation | 3 | 3 | Feb 18, 2026 | |
| OCR-related understanding |
| 3 |
| 6 |
| May 29, 2026 |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Chinese-language ability | 3 | 1 | Feb 18, 2026 |
|---|
| 30-day Readmission | 3 | 2 | May 13, 2026 |
|---|
| Concept interpretability | 3 | 2 | Mar 11, 2026 |
|---|
| Multi-Class Object Counting | 3 | 1 | Feb 20, 2026 |
|---|
| Drone Navigation | 3 | 2 | Jun 4, 2026 |
|---|
| Assembly Scheduling Problem | 3 | 1 | Feb 18, 2026 |
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| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Protein Pocket Design | 3 | 2 | Feb 18, 2026 |
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| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
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| Black-box system prompt extraction | 3 | 1 | Feb 18, 2026 |
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| Direction | 3 | 2 | Jun 16, 2026 |
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| Vision-centric Evaluation | 3 | 5 | Jun 18, 2026 |
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| 3D Object Annotation Quality Assessment | 3 | 1 | Feb 20, 2026 |
|---|