update README

Author: G-U-N

README.md

@@ -18,7 +18,7 @@
 
 ---
 
-[![LICENSE](https://img.shields.io/badge/license-MIT-green?style=flat-square)](https://github.com/yaoyao-liu/class-incremental-learning/blob/master/LICENSE)[![Python](https://img.shields.io/badge/python-3.8-blue.svg?style=flat-square&logo=python&color=3776AB&logoColor=3776AB)](https://www.python.org/) [![PyTorch](https://img.shields.io/badge/pytorch-1.8-%237732a8?style=flat-square&logo=PyTorch&color=EE4C2C)](https://pytorch.org/) [![method](https://img.shields.io/badge/Reproduced-17-success)]() [![CIL](https://img.shields.io/badge/ClassIncrementalLearning-SOTA-success??style=for-the-badge&logo=appveyor)](https://paperswithcode.com/task/incremental-learning) 🔥 🔥 🔥
+[![LICENSE](https://img.shields.io/badge/license-MIT-green?style=flat-square)](https://github.com/yaoyao-liu/class-incremental-learning/blob/master/LICENSE)[![Python](https://img.shields.io/badge/python-3.8-blue.svg?style=flat-square&logo=python&color=3776AB&logoColor=3776AB)](https://www.python.org/) [![PyTorch](https://img.shields.io/badge/pytorch-1.8-%237732a8?style=flat-square&logo=PyTorch&color=EE4C2C)](https://pytorch.org/) [![method](https://img.shields.io/badge/Reproduced-17-success)]() [![CIL](https://img.shields.io/badge/ClassIncrementalLearning-SOTA-success??style=for-the-badge&logo=appveyor)](https://paperswithcode.com/task/incremental-learning)
 
 The code repository for "PyCIL: A Python Toolbox for Class-Incremental Learning" [[paper]](https://arxiv.org/abs/2112.12533) in PyTorch. If you use any content of this repo for your work, please cite the following bib entry:
 
@@ -66,16 +66,17 @@ Traditional machine learning systems are deployed under the closed-world setting
 #### CIFAR-100
 
 <div align="center">
-<img src="./resources/cifar10s.png" width="500px">
+<img src="./resources/cifar100.png" width="900px">
 </div>
 
-#### ImageNet-100 Top-1 Accuracy
+
+#### ImageNet-100
 
 <div align="center">
 <img src="./resources/ImageNet100.png" width="900px">
 </div>
 
-#### ImageNet-100 Top-5 Accuracy
+#### ImageNet-100 (Top-5 Accuracy) 
 
 <div align="center">
 <img src="./resources/imagenet20st5.png" width="500px">