Image Classification on GasHisSDB

Metric: F1-Score (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	F1-Score▼	Extra Data	Paper	Date↕	Code
1	CoAtNet-1	99.38	No	CoAtNet: Marrying Convolution and Attention for ...	2021-06-09	Code
2	Res2Net-50	99.29	No	Res2Net: A New Multi-scale Backbone Architecture	2019-04-02	Code
3	ResNeXt-50-32x4d	99.25	No	Aggregated Residual Transformations for Deep Neu...	2016-11-16	Code
4	ResNet-50	99.24	No	Deep Residual Learning for Image Recognition	2015-12-10	Code
5	ResNet-18	99.19	No	Deep Residual Learning for Image Recognition	2015-12-10	Code
6	EfficientNet-b0	99.01	No	EfficientNet: Rethinking Model Scaling for Convo...	2019-05-28	Code
7	RegNetY-3.2GF	98.7	No	RegNet: Self-Regulated Network for Image Classif...	2021-01-03	Code
8	DenseNet-169	98.38	No	Densely Connected Convolutional Networks	2016-08-25	Code

#1CoAtNet-1SOTA
99.38
F1-Score· 2021-06-09
CoAtNet: Marrying Convolution and Attention for All Data Sizes Code
#2Res2Net-50SOTA
99.29
F1-Score· 2019-04-02
Res2Net: A New Multi-scale Backbone Architecture Code
#3ResNeXt-50-32x4dSOTA
99.25
F1-Score· 2016-11-16
Aggregated Residual Transformations for Deep Neural Networks Code
#4ResNet-50SOTA
99.24
F1-Score· 2015-12-10
Deep Residual Learning for Image Recognition Code
#5ResNet-18
99.19
F1-Score· 2015-12-10
Deep Residual Learning for Image Recognition Code
#6EfficientNet-b0
99.01
F1-Score· 2019-05-28
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Code
#7RegNetY-3.2GF
98.7
F1-Score· 2021-01-03
RegNet: Self-Regulated Network for Image Classification Code
#8DenseNet-169
98.38
F1-Score· 2016-08-25
Densely Connected Convolutional Networks Code