Out-of-Distribution Detection on CIFAR-10 vs CIFAR-100

Metric: AUROC (higher is better)

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#	Model↕	AUROC▼	Extra Data	Paper	Date↕	Code
1	DHM	100	No	-	-	-
2	R+ViT finetuned on CIFAR-10	98.52	Yes	Exploring the Limits of Out-of-Distribution Dete...	2021-06-06	Code
3	ViT finetuned on CIFAR-10	98.42	Yes	Exploring the Limits of Out-of-Distribution Dete...	2021-06-06	Code
4	MLP-Mixer finetuned on CIFAR-10	97.85	Yes	Exploring the Limits of Out-of-Distribution Dete...	2021-06-06	Code
5	ZODE-KNN	97.12	No	Boosting Out-of-Distribution Detection with Mult...	2022-12-24	Code
6	OpenHybrid	95.1	No	Hybrid Models for Open Set Recognition	2020-03-27	-
7	ERD (ResNet18)	95.1	Yes	Semi-supervised novelty detection using ensemble...	2020-12-10	Code
8	Wide 40-2 + OECC	94.9	Yes	Outlier Exposure with Confidence Control for Out...	2019-06-08	Code
9	WRN 40-2 + OE	93.3	Yes	Deep Anomaly Detection with Outlier Exposure	2018-12-11	Code
10	Isolation Forest on EfficientNet Softmax values	91.95	No	Out-of-Distribution Detection Using Outlier Dete...	2021-08-18	Code
11	WRN 40-2 + Rotation Prediction	90.9	No	Using Self-Supervised Learning Can Improve Model...	2019-06-28	Code
12	WRN 40-2 (MSP Baseline)	87.9	No	A Baseline for Detecting Misclassified and Out-o...	2016-10-07	Code
13	ResNet + diagonal elements of Gram matrix	79.7	No	Detecting Out-of-Distribution Examples with In-d...	2019-12-28	Code