Engineering Design on EngDesign Core benchmark leaderboard · SOTA2 Research

Engineering Design on EngDesign Core

70.6Overall Average ScoreEmbodiedAct

Evaluation Results

Method	Links
EmbodiedAct2026.02		70.6	68.6	76.6	80	20	100	46.7	90	—	90
EmbodiedAct2026.02		68.2	64.1	81	80	20	100	40	100	—	90
EmbodiedAct2026.02		65.7	61.8	70	73.3	20	100	40	100	—	90
EmbodiedAct2026.02		63.7	85	51.7	51.4	44	50	51.6	40	—	53.8
EmbodiedAct2026.02		59.3	78.5	28.7	54.3	30.7	50	55.2	40	—	74.8
CodeAct2026.02		59	55.5	42.8	80	20	84.6	40	75	—	90
EmbodiedAct2026.02		57	53.4	65.3	80	13.3	100	26.7	51.7	—	90
CodeAct2026.02		55.7	53.9	47.6	80	10	74.8	40	46.7	—	90
CodeAct2026.02		55.4	50.3	74.6	80	20	65	46.7	75	—	77.8
EmbodiedAct2026.02		55.2	62.6	45.3	57.1	24	50	65.7	20	—	74.8
CodeAct2026.02		52.9	45.3	69.9	73.3	16.7	77.5	60	86.7	—	70
CodeAct2026.02		52.2	49.8	33.9	80	20	73.1	46.7	40	—	88.9
CodeAct2026.02		50.4	44.4	54.8	80	20	71.5	46.7	50	—	87.8
Gemini-3-Pro2026.02		50	44.1	33.3	80	20	83.5	40	53.3	—	90
Gemini-3-Flash2026.02		48.4	44.2	48.1	80	20	64.4	40	41.7	—	83.3
GPT-5.22026.02		48	40.3	68.2	80	20	52.7	40	73.3	—	90
Claude-Opus-4.52026.02		45.6	41.6	36.9	80	13.3	64.8	40	35	—	86.7
CodeAct2026.02		44.6	36	53.1	80	20	66.7	40	80	—	72.2
Claude-Sonnet-4.52026.02		42.1	38.2	25.7	80	13.3	68.3	33.3	40	—	72.2
GPT-5-mini2026.02		42	38.3	56.5	80	20	25	40	76.7	—	81.1
EmbodiedAct2026.02		40.8	42.9	18.6	50	20	50	26.7	40	—	74.8
Qwen3-235B-Instruct2026.02		39.6	33	28.5	80	13.3	68.8	13.3	53.3	—	78.9
CodeAct2026.02		38.9	28.9	52.3	80	13.3	71.2	40	70	—	61.1
Qwen3-8B-VL-Instruct2026.02		21.7	18	14.2	80	13.3	45.4	13.3	15	—	26.7