MultiBench

Getting Started

  • Installation
  • Downloading Datasets
  • Continuous Integration Guide

Tutorials:

  • Simple Early Fusion Case
  • Multimodal Fusion Architecture Search
  • MCTN

Contents:

  • Datasets and DataLoaders
  • General Evaluation Scripts
    • eval_scripts package
  • Multimodal Fusion Techniques
  • Objective Functions
  • Robustness
  • Training Structures
  • Unimodal Encoders
  • Utilities
MultiBench
  • General Evaluation Scripts
  • View page source

General Evaluation Scripts

  • eval_scripts package
    • Submodules
    • eval_scripts.complexity module
      • all_in_one_test()
      • all_in_one_train()
      • getallparams()
    • eval_scripts.performance module
      • AUPRC()
      • accuracy()
      • eval_affect()
      • f1_score()
      • ptsort()
    • eval_scripts.robustness module
      • effective_robustness()
      • effective_robustness_helper()
      • get_robustness_metric()
      • maxmin_normalize()
      • relative_robustness()
      • relative_robustness_helper()
      • single_plot()
    • Module contents
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