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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 |
|---|---|---|---|---|
| Face inpainting (Half) | 1 | 2 | Feb 21, 2026 | |
| Incremental Domain Learning | 1 | 1 | Feb 18, 2026 | |
| Tumor Burden Estimation | 1 | 1 | Feb 18, 2026 | |
| Face inpainting (Completion) | 1 | 1 | Feb 18, 2026 | |
| Spatial Transcriptomics | 1 | 1 | Feb 21, 2026 | |
| Face inpainting (Expand) | 1 | 1 | Feb 18, 2026 | |
| CCTA-IVUS registration | 1 | 1 | Jun 29, 2026 | |
| Action-Conditioned Temporal Grounded Reasoning | 1 | 1 | Feb 20, 2026 | |
| 1 |
| 1 |
| Jun 29, 2026 |
| GUI Interaction Localization | 1 | 1 | Feb 21, 2026 |
|---|
| Face inpainting (Thick Line) | 1 | 1 | Feb 18, 2026 |
|---|
| Predicting cooperation decisions in lane-changing maneuvers | 1 | 1 | Feb 21, 2026 |
|---|
| Face inpainting (Medium Line) | 1 | 1 | Feb 18, 2026 |
|---|
| Joint Outcome Classification | 1 | 1 | Feb 21, 2026 |
|---|
| Spiking Heidelberg Digits Recognition | 1 | 1 | Feb 21, 2026 |
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| Event-based Object Recognition | 1 | 1 | Feb 21, 2026 |
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| Eye-based Emotion Recognition | 1 | 1 | Feb 21, 2026 |
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| Task Diversity and Scene Feasibility Evaluation | 1 | 1 | Feb 21, 2026 |
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| Fine-grained Video Anomaly Detection | 1 | 1 | Mar 4, 2026 |
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| Aggregate performance across 10 tasks | 1 | 1 | Feb 21, 2026 |
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| Hang Chinese Knot | 1 | 1 | Feb 21, 2026 |
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| Fruits | 1 | 1 | Feb 21, 2026 |
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| Moiré Restoration | 1 | 1 | Feb 18, 2026 |
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| Relative camera pose prediction | 1 | 1 | Feb 21, 2026 |
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| Quantitative comparisons on the proposed UDIR test set | 1 | 1 | Feb 18, 2026 |
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