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Papers Benchmarks Datasets Tasks

Resource and Latency Estimation research benchmarks · SOTA2 Research

Resource and Latency Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

wa-hls4ml Conv2D (test)

0.79R^2 Score (BRAM)

3

Jun 5, 2026

wa-hls4ml Conv1D (test)

0.77R^2 (BRAM)

3

Jun 5, 2026

wa-hls4ml Dense (test)

0.47R^2 Score (BRAM)

3

Jun 5, 2026

wa-hls4ml All (test)

0.51R^2 Score (BRAM)

3

Jun 5, 2026

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