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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 |
|---|---|---|---|---|
| Multi-agent Task Fulfillment | 2 | 1 | Feb 19, 2026 | |
| Polyp Classification | 2 | 2 | Jun 16, 2026 | |
| Degradation Detection | 2 | 2 | Jul 3, 2026 | |
| Character Prediction | 2 | 2 | Jul 7, 2026 | |
| Throughput Efficiency | 2 | 1 | Feb 19, 2026 | |
| Spatial-Temporal Graph Forecasting | 2 | 1 | Feb 18, 2026 | |
| Image Complexity Assessment | 2 | 1 | Mar 25, 2026 | |
| Model Extraction Detection | 2 | 2 | Jun 5, 2026 | |
| 2D-3D Lifting | 2 | 1 | Feb 18, 2026 | |
| Visual Puzzle Reasoning |
|---|
| 2 |
| 1 |
| Mar 25, 2026 |
| Spam Email Detection | 2 | 1 | Feb 19, 2026 |
|---|
| Predicting CNN generalization from weights | 2 | 1 | Feb 18, 2026 |
|---|
| General AI Assistant Task Execution | 2 | 1 | Mar 25, 2026 |
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| Stylized Image Quality Assessment | 2 | 1 | Mar 25, 2026 |
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| Standard Operating Procedure execution | 2 | 1 | Mar 25, 2026 |
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| Dataset level membership detection | 2 | 1 | Mar 25, 2026 |
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| Overlap Check | 2 | 2 | Feb 18, 2026 |
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| Instructed Code Generation | 2 | 1 | Mar 25, 2026 |
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| FOA RIR Reconstruction | 2 | 1 | Mar 25, 2026 |
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| Language-conditioned robotic manipulation | 2 | 2 | Jun 19, 2026 |
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| Decryption Performance Analysis | 2 | 1 | Feb 19, 2026 |
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| Feature Space Preservation | 2 | 1 | Mar 25, 2026 |
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| Wildfire Prediction | 2 | 2 | May 13, 2026 |
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| Bone remodeling prediction | 2 | 1 | Mar 25, 2026 |
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| Wind Power Ramp Event forecasting | 2 | 1 | Mar 25, 2026 |
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