Share your thoughts, 1 month free Claude Pro on usSee more

Coding Reasoning on Frontal Cortex

50Success Rate

CodeCytos

Updated 1d ago

Evaluation Results

Method	Links
CodeCytos 2026.05		50	80.21	-	-	-
CodeCytos 2026.05		48.67	73.17	77.32	77.41	71
CodeCytos 2026.05		44.53	71.61	77.36	77.39	70
CodeCytos 2026.05		38.37	72.83	-	-	-
CodeCytos 2026.05		36.61	65.56	73.45	73.37	64
CodeCytos 2026.05		34.8	66.12	74.12	74.25	64
CodeCytos 2026.05		32.91	67.67	75.01	75.02	65
CodeCytos 2026.05		29.8	66.65	75.07	74.95	64
CodeCytos 2026.05		24.9	60.39	74.18	74.27	59
CodeCytos 2026.05		21.35	63.51	-	-	-
CodeCytos 2026.05		18.13	53.53	65.27	65.25	51
CodeCytos 2026.05		17.86	51.28	65.32	65.32	50
Tool-Augmented LLM 2026.05		3.95	14.66	21.82	21.77	15
CodeCytos 2026.05		3.63	15.77	27.42	27.42	17
Tool-Augmented LLM 2026.05		2.6	10.53	16.13	16.15	11
Tool-Augmented LLM 2026.05		2.35	10.52	17.63	17.81	11
CodeCytos 2026.05		2.18	10.35	19.35	19.35	11
Tool-Augmented LLM 2026.05		1.86	8.04	12.88	12.86	8
Tool-Augmented LLM 2026.05		1.61	7.22	12.86	12.93	8
Tool-Augmented LLM 2026.05		1.42	6.42	11.3	11.34	7
Tool-Augmented LLM 2026.05		1.38	4.06	6.68	12.9	7
Tool-Augmented LLM 2026.05		1	4.3	7.34	7.22	5
Tool-Augmented LLM 2026.05		0.97	2.8	4.48	8.06	5
Tool-Augmented LLM 2026.05		0.89	2.45	3.79	6.45	4
CodeCytos 2026.05		0.89	4.42	8.8	8.81	5
Tool-Augmented LLM 2026.05		0.81	2.26	3.49	5.65	4
CodeCytos 2026.05		0.75	3.72	7.27	7.29	4
Tool-Augmented LLM 2026.05		0.65	1.94	3.23	6.45	4
Tool-Augmented LLM 2026.05		0.64	3.08	5.71	5.66	3
Tool-Augmented LLM 2026.05		0.56	2.5	4.02	4.01	3
Tool-Augmented LLM 2026.05		0.48	1.45	2.42	4.84	3
Tool-Augmented LLM 2026.05		0.32	0.97	-	-	-
CodeCytos 2026.05		0.24	1.21	2.44	2.4	1
CodeCytos 2026.05		0.16	0.8	1.59	1.61	1
Tool-Augmented LLM 2026.05		0.16	0.48	-	-	-
Tool-Augmented LLM 2026.05		0.08	0.41	-	-	-