Tired of using FID for evaluating generative models?
Come to our #NeurIPS2023 poster on FLS, a new complete metric for generative models that also penalizes overfitting!
neurips.cc/virtual/2023/p…
github.com/marcojira/fls
@bose_joey @drimgemp Chongli Qin @yorambac @gauthier_gidel
How can metrics for evaluating generative models take into account generalization? In our new paper, we propose a new sample-based metric to address exactly this challenge: the Feature Likelihood Score (FLS).
Paper: arxiv.org/abs/2302.04440
Github: github.com/marcojira/fls
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