results/results.csv

,Syntax (STX),Syntax (STX),Functionality (FNC),Functionality (FNC),Synthesis (SYN),Synthesis (SYN),Power,Power,Performance,Performance,Area,Area,EM,Syntax (STX),Syntax (STX),Functionality (FNC),Functionality (FNC),Synthesis (SYN),Synthesis (SYN),Power,Power,Performance,Performance,Area,Area
,VerilogEval S2R,RTLLM,VerilogEval S2R,RTLLM,VerilogEval S2R,RTLLM,VerilogEval S2R,RTLLM,VerilogEval S2R,RTLLM,VerilogEval S2R,RTLLM,RTL-Repo,VerilogEval MC,VeriGen,VerilogEval MC,VeriGen,VerilogEval MC,VeriGen,VerilogEval MC,VeriGen,VerilogEval MC,VeriGen,VerilogEval MC,VeriGen
DeepSeek R1-0528,96.15,86.12,81.54,64.9,81.28,64.49,79.15,73.33,78.09,65.64,79.28,71.15,-1,95.38,91.76,81.54,62.35,81.41,62.35,80.27,52.12,78.69,62.25,79.99,65.32
DeepSeek R1,97.18,89.80,79.74,65.71,79.62,63.27,78.33,71.34,76.49,64.06,78.19,70.08,-1.00,97.44,96.47,79.49,60.00,79.49,60.00,78.27,50.25,76.43,60.15,77.96,63.07
Llama 3.1 405B,87.44,77.14,58.97,45.71,58.85,41.63,57.58,50.88,55.93,32.44,56.13,43.45,34.62,88.59,95.29,56.15,52.94,55.90,52.94,55.13,49.22,53.45,52.52,54.48,55.31
Qwen3 236B A22B,91.28,73.88,76.92,51.43,76.79,48.57,75.25,54.61,73.56,46.37,75.67,50.47,41.94,82.18,87.06,69.62,49.41,69.62,49.41,69.04,41.82,66.89,49.64,69.15,49.99
Llama 3.(1-3) 70B,66.15,73.88,40.64,42.45,40.64,39.18,40.46,40.81,38.08,38.14,39.86,39.65,28.72,84.74,89.41,41.67,51.76,41.67,51.76,41.38,50.61,39.75,51.76,41.36,51.88
Qwen2.5 72B,82.18,79.59,52.44,45.31,51.92,44.08,51.83,46.47,48.75,45.40,50.09,47.65,37.44,80.90,84.71,52.95,35.29,52.69,35.29,51.66,35.82,49.37,35.20,51.18,35.94
QwQ 32B,87.95,82.45,66.41,56.73,66.41,52.24,66.15,55.83,63.80,51.91,65.12,56.07,-1.00,58.97,68.24,40.00,42.35,39.62,42.35,39.40,40.90,37.53,42.31,39.10,42.87
Qwen2.5 32B,88.59,84.08,52.56,50.20,52.18,46.12,52.32,49.73,49.43,46.43,50.82,50.43,28.93,93.21,85.88,41.54,32.94,41.54,32.94,41.31,30.65,40.48,33.11,41.23,32.50
StarChat2 15B v0.1,88.46,84.90,37.95,44.49,37.95,44.08,37.56,46.95,35.30,43.22,37.19,46.65,13.42,79.74,92.94,36.41,51.76,36.03,51.76,36.08,46.30,34.91,51.49,35.76,52.80
DeepSeek R1 Distill Qwen 14B,42.18,34.69,25.51,18.37,25.51,16.33,25.36,17.86,24.19,16.48,25.27,17.33,-1.00,45.00,44.71,25.64,21.18,25.26,21.18,24.79,17.65,23.48,21.08,24.63,21.29
CodeLlama 70B,67.05,69.80,33.08,36.33,33.08,34.29,32.69,37.19,31.46,34.29,32.44,35.95,24.33,90.77,88.24,33.33,35.29,33.33,35.29,33.02,34.03,30.80,35.15,32.99,35.21
DeepSeek Coder 33B,62.82,83.67,23.33,42.45,23.08,42.04,22.86,42.29,22.81,39.42,22.29,42.71,24.58,75.26,88.24,39.62,31.76,39.36,31.76,38.23,32.16,36.79,31.46,37.90,32.12
QwenCoder 2.5 32B,87.18,77.96,45.00,43.27,44.87,43.27,44.25,46.82,43.03,43.20,43.76,45.42,31.07,83.72,87.06,45.64,42.35,45.13,42.35,44.59,42.79,43.01,42.24,44.55,43.25
QwenCoder 2.5 14B,78.97,81.63,37.82,46.12,37.44,45.31,35.94,45.82,34.83,44.64,35.18,46.05,37.53,80.00,83.53,41.67,35.29,41.15,35.29,40.74,34.17,39.20,35.32,40.83,34.67
DeepCoder 14B,43.85,39.59,28.08,23.67,28.08,22.04,27.94,25.00,26.26,22.00,27.77,23.15,-1.00,61.92,48.24,34.10,23.53,33.72,23.53,33.70,21.18,32.17,23.43,33.67,23.65
OpenCoder 8B,78.21,75.92,28.46,42.86,27.82,40.82,27.34,41.36,25.95,39.77,27.11,41.36,16.17,80.00,95.29,35.64,41.18,35.38,41.18,35.12,37.69,33.47,41.05,35.13,41.55
SeedCoder 8B,91.41,85.31,53.46,47.35,53.33,46.53,52.86,49.42,50.62,45.60,51.65,49.59,28.23,77.44,94.12,37.31,30.59,37.31,27.06,37.32,23.53,35.35,26.92,36.89,27.23
SeedCoder 8B Reasoning,67.82,53.47,49.23,30.20,49.23,29.39,48.92,32.04,46.76,28.64,47.87,29.99,-1.00,83.33,78.82,48.21,50.59,48.08,50.59,47.78,41.74,45.44,50.02,47.06,52.92
QwenCoder 2.5 7B,20.13,76.33,6.92,38.78,6.67,37.14,6.51,40.65,6.63,37.25,6.56,39.58,28.33,74.10,90.59,33.72,32.94,33.72,32.94,33.59,30.67,31.78,33.01,33.62,33.51
"DeepSeek Coder 6,7B",82.05,78.78,29.62,41.22,29.49,38.78,29.51,42.62,27.73,39.33,29.41,43.30,24.63,67.18,84.71,31.67,24.71,29.87,24.71,29.78,23.53,27.98,24.50,29.21,24.79
RTLCoder Mistral,54.87,32.24,24.62,16.33,24.62,15.92,24.28,16.03,22.78,14.71,24.06,16.00,14.77,60.51,85.88,27.05,36.47,27.05,36.47,26.94,34.63,25.22,36.55,26.87,37.64
RTLCoder DeepSeek,84.62,73.06,39.49,37.14,39.49,34.69,38.91,34.30,37.52,32.76,38.55,33.69,19.35,77.31,85.88,36.92,40.00,36.79,40.00,36.94,35.57,34.84,39.83,36.62,39.60
OriGen,96.15,81.63,54.23,50.61,54.23,50.61,54.29,53.10,51.57,50.86,53.15,53.44,17.07,92.44,98.82,50.77,58.82,50.77,58.82,50.95,54.14,48.53,58.81,50.51,61.40
CodeV R1 Distill Qwen 7B,56.92,73.06,33.33,49.80,33.33,47.35,32.58,49.25,32.01,47.45,32.45,49.01,-1.00,92.69,89.41,21.28,49.41,21.28,49.41,21.04,43.68,19.59,49.06,21.05,49.91
HaVen-CodeQwen,93.33,80.41,47.31,42.86,46.15,41.22,45.08,40.59,44.26,38.83,44.68,40.53,25.14,93.59,100.00,50.13,47.06,49.49,47.06,47.55,46.60,47.05,47.14,47.09,46.67
CodeV-CL-7B,32.18,48.16,13.08,24.49,12.95,21.63,12.80,22.25,12.51,20.59,12.82,21.29,12.27,92.05,98.82,31.79,43.53,31.79,43.53,31.74,42.25,29.45,43.46,31.61,43.20
CodeV-QW-7B,45.38,68.16,19.62,34.29,18.97,26.53,18.91,28.14,18.71,21.80,18.85,26.50,20.94,93.33,100.00,52.31,48.24,51.54,48.24,51.69,48.14,48.79,48.18,51.45,48.81
CodeV-DS-6.7B,33.59,67.35,15.00,38.78,15.00,37.14,15.10,35.56,14.46,35.13,14.85,35.88,21.26,95.51,100.00,47.05,50.59,47.05,50.59,47.37,50.47,44.35,50.54,46.52,50.36