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SotA/Computer Vision/Out-of-Distribution Detection/ImageNet-1k vs Textures

Out-of-Distribution Detection on ImageNet-1k vs Textures

Metric: Latency, ms (higher is better)

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#Model↕Latency, ms▼Extra DataPaperDate↕Code
1NNGuide (RegNet)31YesNearest Neighbor Guidance for Out-of-Distributio...2023-09-26Code
2SCALE (ResNet50)11.27NoScaling for Training Time and Post-hoc Out-of-di...2023-09-30Code
3NNGuide (ResNet50 w/ ReAct)11.1NoNearest Neighbor Guidance for Out-of-Distributio...2023-09-26Code
4DisCoPatch1.56NoDisCoPatch: Taming Adversarially-driven Batch St...2025-01-14-