Mixed-precision Quantization
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
4.28Avg Bit-width (Weights, No Act Quant)
3
May 26, 2026
4.28Avg Bit-width (Weights, w/o Act Quant)
3
May 26, 2026
4.28Avg Bit-width (Weights, w/o Act Quant)
3
May 26, 2026
1.186Average Bit-width (Weights, no activation Q)
3
May 26, 2026
4.28Avg Bit-width (Weights, w/o Act Quant)
3
May 26, 2026
67Wall-clock Runtime
3
May 26, 2026
40Wall-clock Runtime
3
May 26, 2026
0Wall-clock Runtime (min:sec)
3
May 26, 2026
3Wall-clock Runtime (min:sec)
3
May 26, 2026
1Wall-clock Runtime
3
May 26, 2026
0Wall-clock Runtime (min:sec)
3
May 26, 2026