RTL Design Optimization on 60 circuits benchmark leaderboard · SOTA2 Research

RTL Design Optimization on 60 circuits

9.56Improvement @15 (Area)AutoPPA-DS

Evaluation Results

Method	Links
AutoPPA-DS2026.04		9.56	1.66	10.84	11.91	2.57	13.44	12.45	2.05	13.58	15.31	0.43	15.97
DeepSeek-V32026.04		8.98	1.63	9.95	10.55	1.85	11.4	11.04	2.09	11.97	11.2	2.36	12.29
AutoPPA-Qw2026.04		4.98	2.12	5.41	8.83	3.25	9.97	9.5	2.94	11.13	11.05	4.87	14.31
Qwen-Coder2026.04		4.79	1.29	5.52	6.9	1.97	8	8.74	2.87	10.1	10.6	3.97	12.37
DS-R1-Dist2026.04		3.74	0.55	3.86	6.01	1.21	6.27	7.78	1.9	8.11	9.22	2.76	9.55
Qwen-Coder2026.04		3.61	2.76	4.51	4.02	4.61	5.11	4.56	6.11	5.89	5.83	7.74	7.49
AutoPPA-Qw2026.04		3.1	4.65	4.62	4.82	6.15	5.52	9.75	9.8	11.79	8	11.28	10.87
CodeV2026.04		1.98	1.92	2.5	2.49	2.49	3.36	2.39	2.8	3.34	1.69	3.15	2.61
DS-R1-Dist2026.04		1.87	1.51	2.32	2.47	2.52	3	2.48	3.02	3.06	2	3.33	2.56
DeepSeek-V32026.04		1.65	4.2	2.9	2.11	5.15	3.44	2.48	5.67	3.96	2.9	6.37	4.49
CodeV2026.04		1.35	0.47	1.61	3.1	1.06	3.53	4.36	1.63	4.75	5.32	2.27	5.45
HaVen2026.04		1.33	0.12	1.48	3.02	0.33	3.46	4.14	0.51	4.82	4.77	0.6	5.57
AutoPPA-DS2026.04		1.09	5.36	1.54	0.73	5.87	1.74	2.1	7.14	2.44	6.37	9.95	7.78
HaVen2026.04		0.46	1	0.93	1.38	1.88	1.89	2.11	2.33	2.6	2.97	2.49	3.3