ResearchBenchmarksLossy Image Compression Latency on CIFAR10Lossy Image Compression Latency on CIFAR10Follow0.5Encoding Latency (s)UQDM0.37161.23832.1052.9717Jun 9, 2026Evaluation resultsMethodMethodLinksEncoding Latency (s)Decoding Latency (s)UQDMFwd Steps=4, Rev Steps=4Fwd Steps=4, Rev Steps=42026.060.50.31MeFCFwd Steps=20, Rev Step...Fwd Steps=20, Rev Steps=202026.060.934.95ReFCFwd Steps=20, Rev Step...Fwd Steps=20, Rev Steps=202026.061.614.24DiffC (RF)Fwd Steps=20, Rev Step...Fwd Steps=20, Rev Steps=202026.061.624.38DiffCFwd Steps=50, Rev Step...Fwd Steps=50, Rev Steps=502026.062.9548.26CTMCFwd Steps=20, Rev Steps=1Fwd Steps=20, Rev Steps=12026.063.710.93