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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 |
|---|---|---|---|---|
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 | |
| Autonomous Driving Performance Evaluation | 3 | 2 | Apr 10, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| 3D Measurement Accuracy | 3 | 1 | Feb 20, 2026 | |
| Hierarchical Image Retrieval | 3 | 1 | Feb 18, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 | |
| Toxicity Property Prediction |
| 3 |
| 3 |
| May 18, 2026 |
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Semi-supervised user geolocation | 3 | 1 | Feb 18, 2026 |
|---|
| Privacy Recognition | 3 | 3 | Mar 30, 2026 |
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| Ethical Decision-Making | 3 | 3 | May 28, 2026 |
|---|
| Video Reenactment | 3 | 2 | Feb 18, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
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| Human Video Animation | 3 | 2 | Feb 19, 2026 |
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| Deep Face Attribution | 3 | 1 | Feb 20, 2026 |
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| Anomaly Discrimination | 3 | 2 | Feb 19, 2026 |
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| Dynamic eco-driving | 3 | 1 | Feb 18, 2026 |
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| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 |
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| Product Matching | 3 | 2 | Feb 18, 2026 |
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| Set Cover | 3 | 2 | May 29, 2026 |
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| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
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| Treatment Indicators (Drug) | 3 | 1 | Mar 26, 2026 |
|---|