[D] Is it time to retire the FID?

I know the main metric used to measure the quality of generative models is the FID. However, it seems to me that some problems arise when evaluating a generative model using another model. A couple that come to mind:
- Inception v3 itself is 7 years old at this point. Nowadays, we have models with much higher ImageNet classification accuracy, which presumably translates to better internal representations. Why are we still using Inception v3 instead of, for instance, ViT or …

machinelearning time