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HLS Code Generation research benchmarks · SOTA2 Research

HLS Code Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

91.7Syntax Correctness pass@1

14

May 14, 2026

ForgeHLS (test)

84.3Syntax Correctness (pass@1)

14

May 14, 2026

digital_phase kernel

1,049Latency

4

May 14, 2026

periph_interface kernel

1,026Latency

4

May 14, 2026

ittyBittyComp kernel

258Latency

4

May 14, 2026

video_proc kernel

262,401Latency

4

May 14, 2026

xor_gate kernel

4Latency

4

May 14, 2026

512Latency

4

May 14, 2026

nand_gate kernel

512Latency

4

May 14, 2026

comparator 8bit kernel

514Latency

4

May 14, 2026

mag_comparator kernel

1,026Latency

4

May 14, 2026

instr_pipeline kernel

641Latency

4

May 14, 2026

hamming_encoder kernel

512Latency

4

May 14, 2026

data_forwarding kernel

514Latency

4

May 14, 2026

max_widen_port kernel

81Latency

4

May 14, 2026

spam dotProduct kernel

36Latency

4

May 14, 2026

61,073Latency

4

May 14, 2026

1,938Latency

4

May 14, 2026

global_add_pool kernel

10Latency

4

May 14, 2026

block_freq kernel

161Latency

4

May 14, 2026

vector_add kernel

514Latency

3

May 14, 2026

1,027Latency

3

May 14, 2026

hs_6bit_adder kernel

512Latency (cycles/time)

3

May 14, 2026

binary_counter kernel

512Latency

3

May 14, 2026

karaoke_proc kernel

263Latency

3

May 14, 2026

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Spam fgnn block_freq global_add_pool gemver

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