| id,model,type,score,accuracy,hit_rate,mrr,r_at_1,r_at_5,r_at_10,time_s,steps | |
| 1,Qwen3-Coder-30B-Q3_K_M,Agent,0.627,0.80,0.80,0.627,0.58,0.66,0.74,22.2,1.42 | |
| 2,qwen3-coder:30b,Agent,0.518,0.80,0.80,0.518,0.46,0.52,0.72,21.1,1.34 | |
| 3,BM25,Baseline,0.541,0.78,0.78,0.541,0.48,0.60,0.66,, | |
| 4,microcoder-deepseekr1-14.8b,Agent,0.453,0.73,0.73,0.453,0.38,0.46,0.65,107.4,4.15 | |
| 5,deepseek-coder-v3:16b,Agent,0.396,0.66,0.66,0.396,0.32,0.46,0.52,47.9,1.54 | |
| 6,qwen2.5-coder:3b,Agent,0.366,0.60,0.60,0.366,0.28,0.45,0.53,210.4,1.51 | |
| 7,qwen2.5-coder:14b,Agent,0.461,0.56,0.56,0.461,0.41,0.51,0.51,73.4,1.05 | |
| 8,Semantic (MiniLM-L6),Baseline,0.279,0.54,0.54,0.279,0.22,0.32,0.38,, | |
| 9,qwen2.5-coder:7b,Agent,0.311,0.54,0.54,0.311,0.26,0.36,0.40,59.3,0.84 | |
| 10,deepseek-coder:33b,Agent,0.087,0.12,0.12,0.087,0.08,0.08,0.12,180.4,0.14 | |
| 11,granite-code:34b,Agent,0.010,0.02,0.02,0.010,0.00,0.02,0.02,111.3,0.04 | |