📊 Showing 4 results | 📏 Metric: FPR95
Rank | Model | Paper | FPR95 | Date | Code |
---|---|---|---|---|---|
1 | WRN 40-2 (MSP Baseline) | Deep Anomaly Detection with Outlier Exposure | 62.66 | 2018-12-11 | 📦 hendrycks/outlier-exposure 📦 JakobCode/UncertaintyInNeuralNetworks_Resources 📦 sayakpaul/Generalized-ODIN-TF |
2 | WRN 40-2 + OE 📚 | Deep Anomaly Detection with Outlier Exposure | 38.50 | 2018-12-11 | 📦 hendrycks/outlier-exposure 📦 JakobCode/UncertaintyInNeuralNetworks_Resources 📦 sayakpaul/Generalized-ODIN-TF |
3 | WRN 40-2 + OECC 📚 | Outlier Exposure with Confidence Control for Out-of-Distribution Detection | 28.89 | 2019-06-08 | 📦 nazim1021/OOD-detection-using-OECC |
4 | Wide ResNet 40x2 📚 | An Effective Baseline for Robustness to Distributional Shift | 23.40 | 2021-05-15 | 📦 Sushil-Thapa/Abstention-OoD |