ML Research Wiki / Benchmarks / Fine-Grained Image Classification / Birdsnap

Birdsnap

Fine-Grained Image Classification Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: Accuracy

Top Performing Models

Rank Model Paper Accuracy Date Code
1 EffNet-L2 (SAM) 📚 Sharpness-Aware Minimization for Efficiently Improving Generalization 0.00 2020-10-03 📦 davda54/sam 📦 google-research/sam 📦 moskomule/sam.pytorch
2 FixSENet-154 📚 Fixing the train-test resolution discrepancy 0.00 2019-06-14 📦 facebookresearch/FixRes 📦 libffcv/ffcv-imagenet 📦 kun-woo-park/Deeplearning_project_STL_10
3 EfficientNet-B7 📚 EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 0.00 2019-05-28 📦 ultralytics/yolov5 📦 rwightman/pytorch-image-models 📦 open-mmlab/mmdetection
4 GPIPE 📚 GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism 0.00 2018-11-16 📦 tensorflow/lingvo 📦 qubvel/efficientnet 📦 KakaoBrain/torchgpipe
5 NNCLR With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations 0.00 2021-04-29 📦 lightly-ai/lightly 📦 keras-team/keras-io 📦 vturrisi/solo-learn 📦 beresandras/contrastive-classification-keras

All Papers (5)