BenchmarkFréchet Distance DINOv2
FD-DINOv2
An image generation quality evaluation metric based on the DINOv2 feature extractor. It measures perceptual quality by comparing the Fréchet distance between generated and real images in DINOv2 feature space, with lower scores indicating higher generation quality.
Timeline (last 90 days)
Sep 11
During training, the held-out FID dropped from 33.7 to 27.0, FD-DINOv2 dropped from 570 to 218, and detector-based object accuracy improved from 65% to 90%.
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