From 97c478703daf8aadb9ac4dbed4a62841d6e144fc Mon Sep 17 00:00:00 2001 From: jmq19950824 Date: Fri, 5 Aug 2022 09:15:25 +0800 Subject: [PATCH] update demo --- README.md | 5 ++++- {images => figs}/MNIST-C.png | Bin {images => figs}/MVTec-AD.png | Bin 3 files changed, 4 insertions(+), 1 deletion(-) rename {images => figs}/MNIST-C.png (100%) rename {images => figs}/MVTec-AD.png (100%) diff --git a/README.md b/README.md index c9eff8f..649bd40 100644 --- a/README.md +++ b/README.md @@ -215,7 +215,10 @@ X, y = data['X'], data['y'] |54| imdb | 10000 | 768 | 500 | 5.00 | NLP| |55| yelp | 10000 | 768 | 500 | 5.00 | NLP| - +- Here we demonstrate the MNIST-C and MVTec-AD data embedded the by the ResNet-18 pretrained on the ImageNet dataset. +These transformed (from image/text to tabular) data could be considered as a good baseline for evaluating different AD algorithms. +![MNIST-C](figs/MNIST-C.png) +![MVTec-AD](figs/MVTec-AD.png) ### Algorithms Compared to the previous benchmark studies, we have a larger algorithm collection with diff --git a/images/MNIST-C.png b/figs/MNIST-C.png similarity index 100% rename from images/MNIST-C.png rename to figs/MNIST-C.png diff --git a/images/MVTec-AD.png b/figs/MVTec-AD.png similarity index 100% rename from images/MVTec-AD.png rename to figs/MVTec-AD.png