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automrm's Introduction

AutoMRM

AutoMRM is a user-task-centric multimodal model retrieval method . Here is the implementation of the paper "AutoMRM: A Model Retrieval Method Based on Multimodal Query and Metalearning".

It consists of the following parts:

  1. Metafeature: The feature extraction of the proposed method and baselines.
  2. Evaluation: The performance evaluation of all candidate models on different tasks.
  3. Training&Test: The training and test of meta models.

##Requirements: Different parts of the code depend on different environments, please refer to readme and import: python = 3.7.13 pytorch = 1.13.0 clip = 1.0 numpy = 1.21.6 scikit-learn = 1.0.2

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