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AIindex

Structure of the repo:

imagenet_table.csv is the dataset copied manually from the Papers with Code ImageNet Classification section.

generate_frames.py is a script which takes in the imagenet_table and generates the following files:

  • top_results_at_time_t.csv: a file containing a subset of imagenet_table.csv, containing only the results that were the state of the art (on 1% accuracy) at the time they were published. I copied its results to the Top Results at Time t sheet in the Drive.

  • imagenet_table.csv: a file containing three columns:

    • date: all dates from earliest one present in imagenet_table.csv to 2019-11-25
    • No extra training data: a result from top_results_at_time_t.csv published on that date on empty
    • Extra training data: a result from top_results_at_time_t.csv published on that date on empty

    I copied its results to the Accuracy to Plot sheet in the Drive.


CIFAR-100 Image Classification link

  1. Double check current results on Papers with Code
  2. Download sheet "Data with Paper Links" as csv
  3. Run generate_frames.py
  4. Upload/copy top_results_at_time_t_CIFAR.csv to CIFAR-100 - Top results at time t sheet on drive
  5. Upload/copy accuracy_to_plot_CIFAR.csv to CIFAR-100 - Percentage Correct data sheet on drive --> CIFAR-100 - Top results at time t + details automatically updates

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