ML Research Wiki / Benchmarks / Classification / InDL

InDL

Classification Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: Average Recall

Top Performing Models

Rank Model Paper Average Recall Date Code
1 ConvNext A ConvNet for the 2020s 0.00 2022-01-10 📦 keras-team/keras 📦 rwightman/pytorch-image-models 📦 pytorch/vision
2 VGG16 Very Deep Convolutional Networks for Large-Scale Image Recognition 0.00 2014-09-04 📦 tensorflow/models 📦 tensorflow/models 📦 tensorflow/models
3 DenseNet201 Densely Connected Convolutional Networks 0.00 2016-08-25 📦 pytorch/vision 📦 pytorch/vision 📦 PaddlePaddle/PaddleClas
4 Inception ResNet V2 Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning 0.00 2016-02-23 📦 tensorflow/models 📦 tensorflow/models 📦 Cadene/pretrained-models.pytorch
5 Xception Xception: Deep Learning with Depthwise Separable Convolutions 0.00 2016-10-07 📦 tensorflow/models 📦 tensorflow/models 📦 rwightman/pytorch-image-models
6 NASNetLarge Learning Transferable Architectures for Scalable Image Recognition 0.00 2017-07-21 📦 tensorflow/models 📦 tensorflow/models 📦 osmr/imgclsmob
7 Darknet53 YOLOv3: An Incremental Improvement 0.00 2018-04-08 📦 open-mmlab/mmdetection 📦 ultralytics/yolov3 📦 qqwweee/keras-yolo3
8 ResNetV2_50 ResNet strikes back: An improved training procedure in timm 0.00 2021-10-01 📦 rwightman/pytorch-image-models 📦 open-mmlab/mmdetection 📦 open-mmlab/mmclassification
9 MobileNetV3 Searching for MobileNetV3 0.00 2019-05-06 📦 tensorflow/models 📦 tensorflow/models 📦 PaddlePaddle/PaddleOCR

All Papers (9)