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multidimensional_uncertainty

To receive all results, first

  1. make sure the embeddings (logits) for different datasets are downloaded and are in the resources/model_weights/{ind_dataset}

  2. next, launch uncertainty_script.sh. It will save all 1d measures to the resources/results_cleaned

  3. next, define interesting compositions in configs/interesting_compositions.py. They will be used for the OT-based method.

  4. next, launch scripts/full_evaluation.py. It will compute all the measures on all the problems we considered.