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    • Human classification judgments from both mturk and in-lab experiments
    • Cropped stimuli images and cropping script
    • Finetuned model predictions
    • ResNet50 cscore proxy, prediction depth, and adversarial epsilon metrics
  • Colab results notebook
    • Reproduces results and figures in our paper
  • Backup dowload link (dropbox)

  • License

    The images used within this dataset have been sampled from ImageNet and ObjectNet and have been gently edited. The respective licenses of the source datasets apply. Particularly, in accordance with ObjectNet's license, ObjectNet images may not be used to tune the parameters of any model. Annotations produced for this dataset are released under the Creative Commons Attribution 2.0 license.


    Coming soon!



This work was supported, in part by, the Center for Brains, Minds and Machines, CBMM, NSFSTC award CCF-1231216, the MIT-IBM Brain-Inspired Multimedia Comprehension project, the Toyota Research Institute, and the SystemsThatLearn@CSAIL initiative.