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High-fidelity performance metrics for generative models in PyTorch

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https://github.com/KhrulkovV/geometry-score

Implement https://arxiv.org/pdf/1904.06991.pdf

Hello, we have implemented a [metric based on the latest version](https://github.com/Lightning-AI/torchmetrics/pull/1939#discussion_r1283550803) of this package but PyPPI has the last `0.3.0` and PyPI does not allow any dependency outside their registry...

Was the reproducibility of these new metrics checked with the official repo's results? I tested with my mode-collapsed generative model that produces nearly the same images as below: ![SCR-20240311-twrd](https://github.com/toshas/torch-fidelity/assets/71681194/86f614c3-40c6-4fcd-8afb-603f4558402b) and...