Image Classification on Bird-225

Metric: Accuracy (higher is better)

LeaderboardDataset

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	WideResNet-101 (Spinal FC)	99.56	Yes	A Comprehensive Study on Torchvision Pre-trained...	2021-10-14	Code
2	Pre trained wide-resnet-101	99.55	No	ProgressiveSpinalNet architecture for FC layers	2021-03-21	Code
3	WideResNet-101	99.38	Yes	A Comprehensive Study on Torchvision Pre-trained...	2021-10-14	Code
4	VGG-19bn (Spinal FC)	99.02	Yes	SpinalNet: Deep Neural Network with Gradual Input	2020-07-07	Code
5	VGG-19bn	98.67	Yes	SpinalNet: Deep Neural Network with Gradual Input	2020-07-07	Code

#1WideResNet-101 (Spinal FC)SOTA
99.56
Accuracy· Extra Data· 2021-10-14
A Comprehensive Study on Torchvision Pre-trained Models for Fine-grained Inter-species Classification Code
#2Pre trained wide-resnet-101SOTA
99.55
Accuracy· 2021-03-21
ProgressiveSpinalNet architecture for FC layers Code
#3WideResNet-101
99.38
Accuracy· Extra Data· 2021-10-14
A Comprehensive Study on Torchvision Pre-trained Models for Fine-grained Inter-species Classification Code
#4VGG-19bn (Spinal FC)SOTA
99.02
Accuracy· Extra Data· 2020-07-07
SpinalNet: Deep Neural Network with Gradual Input Code
#5VGG-19bn
98.67
Accuracy· Extra Data· 2020-07-07
SpinalNet: Deep Neural Network with Gradual Input Code