Fine Grained Image Classification
Benchmark List
All benchmarks related to this task
imbalanced-cub-200-2011
Best model: PC-Softmax
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inaturalist
Best model: TASN
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herbarium-2022
Best model: Conviformer-B
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bird-225
Best model: WideResNet-101 (Spinal FC)
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birdsnap
Best model: EffNet-L2 (SAM)
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carflag-563
Best model: ResNet101-swp
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compcars
Best model: Resnet50 + PMAL
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con-text
Best model: PHOC descriptor + Fisher Vector Encoding
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cub-200-2011-1
Best model: MetaFormer
(MetaFormer-2,384)
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cub-200-2011
Best model: CAP
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dib-10k
Best model: MetaFGNet
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emnist-digits
Best model: VGG-5
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emnist-letters
Best model: VGG-5
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fgvc-aircraft
Best model: I2-HOFI
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fgvc-aircraft-1
Best model: EnGraf-Net101 (G=4, H=1)
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food-101
Best model: CAP
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foodx-251
Best model: CSWin-L
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fruits-360
Best model: VGG-19bn
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mnist
Best model: Vanilla FC layer only
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nabirds
Best model: HERBS
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oxford-102-flowers
Best model: IELT
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oxford-iiit-pets-1
Best model: µ2Net+ (ViT-L/16)
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qmnist
Best model: VGG-5
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sop
Best model: Assemble-ResNet-FGVC-50
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stanford-dogs
Best model: MP
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stl-10
Best model: Pre trained wide-resnet-101
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sun397
Best model: µ2Net (ViT-L/16)
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kuzushiji-mnist
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10-monkey-species
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boxcars116k
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herbarium-2021-half-earth
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bottles
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caltech-101
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carflag-1532
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oxford-iiit-pets
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stanford-cars
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