Please refer to dataset.md for datasets description and download, and benchmark.md for benchmark results of popular methods.

• Transfer Learning Datasets and Benchmark
  • Data download
    • Office-Caltech10
    • Office-31
    • Office-Home
    • ImageCLEF
    • USPS+MNIST
    • VisDA-17
    • Amazon review
    • Cross-dataset Testbed
    • COIL20
    • CMU-PIE
    • VLSC
    • Animals-with-Attributes

Download Office+Caltech original images [Baiduyun]

Download Office+Caltech SURF dataset [MEGA|Baiduyun]

Download Office+Caltech DeCAF dataset [MEGA|Baiduyun]

Download Office-31 raw images | Download from MEGA

Download Office-31 DeCAF6 and DeCAF7 features

Download Office-31 DeCAF features by Frame

Download Office-31 SURF features

Download Office-31 ResNet-50 features | Download from MEGA

Download Office-Home original images

Download Office-Home ResNet-50 pretrained features | Download from MEGA

Download the ImageCLEF dataset

Download Image-CLEF ResNet-50 pretrained features | Download from MEGA

Download MNIST+USPS SURF dataset [MEGA|Baiduyun]

Download the VisDA-classification dataset

Download the VisDA-segmentation dataset

Download VisDA classification dataset features by ResNet-50 | Download from MEGA

Download Amazon review dataset

Download the Cross-dataset testbed

Download COIL20 SURF dataset [MEGA|Baiduyun]

Download PIE SURF dataset [MEGA|Baiduyun]

Download the VLSC DeCAF dataset [MEGA|Baiduyun]

Download the SURF/SIFT/DeCAF features [MEGA|Baiduyun]