Image Classification on GasHisSDB

8개 결과 · ⬇ CSV · JSON

Accuracy

Rank	Model	Accuracy	Precision	F1-Score	Paper	Code	Year
1	CoAtNet-1	98.74	99.97	99.38	CoAtNet: Marrying Convolution and Attention for All Data Sizes	rwightman/pytorch-image-models · xmu-xiaoma666/External-Attention-pytorch · leondgarse/keras_cv_attention_models · +11	2021
2	Res2Net-50	98.68	99.91	99.29	Res2Net: A New Multi-scale Backbone Architecture	rwightman/pytorch-image-models · open-mmlab/mmdetection · PaddlePaddle/PaddleDetection · +31	2019
3	ResNeXt-50-32x4d	98.59	99.94	99.25	Aggregated Residual Transformations for Deep Neural Networks	pytorch/vision · NVIDIA/DeepLearningExamples · open-mmlab/mmpose · +58	2016
4	ResNet-50	98.56	99.94	99.24	Deep Residual Learning for Image Recognition	tensorflow/models · tensorflow/models · tensorflow/models · +481	2015
5	ResNet-18	98.47	99.94	99.19	Deep Residual Learning for Image Recognition	tensorflow/models · tensorflow/models · tensorflow/models · +481	2015
6	EfficientNet-b0	98.11	99.94	99.01	EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks	ultralytics/yolov5 · rwightman/pytorch-image-models · open-mmlab/mmdetection · +141	2019
7	RegNetY-3.2GF	97.48	99.97	98.70	RegNet: Self-Regulated Network for Image Classification	keras-team/keras · mindspore-ecosystem/mindcv · TrevorIkky/RegNet · +11	2021
8	DenseNet-169	96.90	99.91	98.38	Densely Connected Convolutional Networks	pytorch/vision · pytorch/vision · PaddlePaddle/PaddleClas · +143	2016