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Papers Benchmarks Datasets Tasks

Convolution computation research benchmarks · SOTA2 Research

Convolution computation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Representative Depthwise 3x3 convolution shapes

11.65GM Speedup

2

Jun 11, 2026

Representative Pointwise 1x1 convolution shapes

11.82GM Speedup

2

Jun 11, 2026

Representative Dense 3x3 convolution shapes

17.81GM Speedup

2

Jun 11, 2026

Popular datasets

Representative Dense 3x3 convolution shapes Pointwise 1x1 convolution shapes Depthwise convolution shapes

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