Benchmarking Neural Image Compression with DCT-Based Spectral Diagnostics

Nikolay I. Kalmykov, Razan Dibo, Yujun Du +3

Neural image compression (NIC) models are commonly evaluated with scalar rate-distortion metrics, which do not show how a codec treats individual spatial frequencies. We propose a…