run.md

Run PromptAlign

We provide two bash scripts under ./scripts. You can modify the paths and other args in the respective files in the scripts.

To run PromptAlign on domain generalization datasets is shown below:

sh scripts/prompt_align/palign_dg.sh imagenet_a 1

For Fine Grained datasets:

sh scripts/prompt_align/palign_finegrain.sh ucf_101 1

Config File Settings

We use the source data statistics computed on ImageNet for the alignment loss between tokens. Download the source data statistics for MaPLe from here.

Create a folder output/features/ and store the means and variances inside it. This path is specified in the config, this can be changed as required. All experiments output logs will be saved inside output/evaluation/