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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 |
|---|---|---|---|---|
| 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 | |
| Vision-Language Navigation in Continuous Environments | 1 | 1 | Jun 29, 2026 | |
| Masked Editing | 1 | 1 | Feb 20, 2026 | |
| Physical Activity Recognition | 1 | 2 | Apr 14, 2026 | |
| Face inpainting (Medium Line) | 1 | 1 | Feb 18, 2026 | |
| Joint Outcome Classification |
| 1 |
| 1 |
| Feb 21, 2026 |
| Communicative Segmentation | 1 | 1 | Jun 29, 2026 |
|---|
| Spiking Heidelberg Digits Recognition | 1 | 1 | Feb 21, 2026 |
|---|
| Event-based Object Recognition | 1 | 1 | Feb 21, 2026 |
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| Eye-based Emotion Recognition | 1 | 1 | Feb 21, 2026 |
|---|
| Task Diversity and Scene Feasibility Evaluation | 1 | 1 | Feb 21, 2026 |
|---|
| 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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| Visuo-tactile manipulation | 1 | 2 | Jun 12, 2026 |
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| Running Efficiency Analysis | 1 | 1 | Feb 18, 2026 |
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| Grounding Reasoning | 1 | 1 | Feb 21, 2026 |
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| Human Motion Animation | 1 | 1 | Feb 18, 2026 |
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| Scene Reasoning | 1 | 1 | Feb 21, 2026 |
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