ML Research Wiki / Benchmarks / Image Classification / GasHisSDB

GasHisSDB

Image Classification Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: Accuracy

Top Performing Models

Rank Model Paper Accuracy Date Code
1 CoAtNet-1 CoAtNet: Marrying Convolution and Attention for All Data Sizes 98.74 2021-06-09 📦 rwightman/pytorch-image-models 📦 xmu-xiaoma666/External-Attention-pytorch 📦 leondgarse/keras_cv_attention_models
2 Res2Net-50 Res2Net: A New Multi-scale Backbone Architecture 98.68 2019-04-02 📦 rwightman/pytorch-image-models 📦 open-mmlab/mmdetection 📦 PaddlePaddle/PaddleDetection
3 ResNeXt-50-32x4d Aggregated Residual Transformations for Deep Neural Networks 98.59 2016-11-16 📦 pytorch/vision 📦 NVIDIA/DeepLearningExamples 📦 open-mmlab/mmpose
4 ResNet-50 Deep Residual Learning for Image Recognition 98.56 2015-12-10 📦 tensorflow/models 📦 tensorflow/models 📦 tensorflow/models
5 ResNet-18 Deep Residual Learning for Image Recognition 98.47 2015-12-10 📦 tensorflow/models 📦 tensorflow/models 📦 tensorflow/models
6 EfficientNet-b0 EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 98.11 2019-05-28 📦 ultralytics/yolov5 📦 rwightman/pytorch-image-models 📦 open-mmlab/mmdetection
7 RegNetY-3.2GF RegNet: Self-Regulated Network for Image Classification 97.48 2021-01-03 📦 keras-team/keras 📦 mindspore-ecosystem/mindcv 📦 TrevorIkky/RegNet
8 DenseNet-169 Densely Connected Convolutional Networks 96.90 2016-08-25 📦 pytorch/vision 📦 pytorch/vision 📦 PaddlePaddle/PaddleClas

All Papers (8)