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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 |
|---|---|---|---|---|
| Extractive QA | 2 | 2 | Feb 21, 2026 | |
| reconstruction quality | 2 | 1 | Mar 25, 2026 | |
| Image Complexity Assessment | 2 | 1 | Mar 25, 2026 | |
| Chemical Mechanism Reduction | 2 | 1 | Mar 25, 2026 | |
| Driving Scene Topology | 2 | 3 | Apr 28, 2026 | |
| Historical Image Dating | 2 | 2 | Feb 18, 2026 | |
| Open-loop prediction | 2 | 2 | Apr 7, 2026 | |
| Degradation Detection | 2 | 2 | Jul 3, 2026 | |
| author identification | 2 | 1 | Feb 19, 2026 | |
| Autofocus Motion Correction |
| 2 |
| 1 |
| Mar 25, 2026 |
| Clothing reconstruction | 2 | 1 | Feb 20, 2026 |
|---|
| Single frame prediction | 2 | 1 | Feb 18, 2026 |
|---|
| Promptable Video Segmentation | 2 | 1 | Feb 20, 2026 |
|---|
| Visual Puzzle Reasoning | 2 | 1 | Mar 25, 2026 |
|---|
| Video-to-audio dubbing | 2 | 2 | Apr 28, 2026 |
|---|
| IoT Anomaly Detection | 2 | 2 | Jun 11, 2026 |
|---|
| Stylized Image Quality Assessment | 2 | 1 | Mar 25, 2026 |
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| Constrained Time-Series Generation | 2 | 1 | Feb 18, 2026 |
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| General AI Assistant Task Execution | 2 | 1 | Mar 25, 2026 |
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| Image Descattering | 2 | 1 | Feb 18, 2026 |
|---|
| Multi-agent Task Fulfillment | 2 | 1 | Feb 19, 2026 |
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| Polyp Classification | 2 | 2 | Jun 16, 2026 |
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| Throughput Efficiency | 2 | 1 | Feb 19, 2026 |
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| Spatial-Temporal Graph Forecasting | 2 | 1 | Feb 18, 2026 |
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| Model Extraction Detection | 2 | 2 | Jun 5, 2026 |
|---|