ResearchTasksCNN Inference AccelerationCNN Inference AccelerationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedVGG 16-layer (inference)Ma et al.72.5Conv Latency (ms)4Feb 26, 2026Low-Bit Quantized CNNsArchitecture [10]22.4Performance Density (GOPS/kLUT)3Feb 26, 2026