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ResearchFormerly WizWand

Code Generation on HumanEval (var@10, var@100, Pres.)

35.88Variation Rate @ k=10Dense

Evaluation results

Method	Links
Dense2026.06		35.88	20.06	100
SecRL-Prune2026.06		35.72	13.44	105.2
Dense2026.06		34.71	12.5	100
Dense2026.06		33.89	15.24	100
SecRL-Prune2026.06		31.97	12.22	87.3
SecRL-Prune2026.06		29.44	15.04	78.5
PruneNet2026.06		29.33	12.08	90.6
SecRL-Prune2026.06		27.71	12.37	89.4
SecRL-Prune2026.06		27.12	12.17	87.7
SecRL-Prune2026.06		26.98	9.5	71
SecRL-Prune2026.06		26.96	10.39	63.5
PruneNet2026.06		26.62	7.11	62.6
SecRL-Prune2026.06		26.48	12.17	86.8
SecRL-Prune2026.06		23.64	8.25	61.9
SecRL-Prune2026.06		23	8.72	53.8
PruneNet2026.06		22.18	6.05	46
SecRL-Prune2026.06		20.53	7.55	47.4
PruneNet2026.06		20.24	10.23	70.1
SecRL-Prune2026.06		18.91	7.08	51.1
PruneNet2026.06		18.8	4.75	43.3
PruneNet2026.06		18.51	9.74	65.6
PruneNet2026.06		16.72	9.21	60.9
PruneNet2026.06		16.46	4.19	33.4
PruneNet2026.06		14.27	3.56	32.7
PruneNet2026.06		12.43	2.63	23.9
PruneNet2026.06		9.83	2.67	23.3
PruneNet2026.06		8.57	1.75	16.3