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Engineering Design on EngDesign Extended

65.4Overall Average Score

EmbodiedAct

Updated 4d ago

Evaluation Results

Method	Links
EmbodiedAct 2026.02		65.4	68.6	46	33.9	46.4	100	46.7	82.6	86.7	66.9
EmbodiedAct 2026.02		63.8	64.1	46.3	50.7	58.2	100	40	86.3	83.9	59.9
EmbodiedAct 2026.02		61.2	82.6	51.7	47.5	34.7	63	51.6	69.3	93.3	46.2
EmbodiedAct 2026.02		59.3	61.8	38.3	46.4	65.2	100	40	90.1	65.6	53.7
EmbodiedAct 2026.02		58.6	75.7	28.7	47.5	36.7	63	55.2	63.9	88.9	49.2
CodeAct 2026.02		56.9	55.5	30.8	37.3	37	84.6	40	82.9	85.6	58.4
EmbodiedAct 2026.02		55.5	53.4	40.3	31.9	60.1	100	26.7	68.2	61.5	60.4
EmbodiedAct 2026.02		55.4	64.2	45.3	53.8	25.5	33.3	65.7	63.6	85.6	49.4
Gemini-3-Pro 2026.02		53.2	44.1	27	35	41.3	83.5	40	72.6	85.6	61.5
GPT-5.2 2026.02		51.9	40.3	41.8	29.4	37	52.7	40	76.9	84.1	61.6
CodeAct 2026.02		51.2	49.8	32.2	29	34.7	73.1	46.7	67.3	96.7	45.1
Gemini-3-Flash 2026.02		50.5	44.2	36.4	34.4	37	64.4	40	67.9	89.4	50.7
CodeAct 2026.02		50.5	53.9	33.6	39	33.7	74.8	40	52.8	72.6	47.9
CodeAct 2026.02		49.4	50.3	40.7	35.5	35.1	65	46.7	80.4	60.9	45.2
Claude-Opus-4.5 2026.02		48.5	41.6	31.1	51.2	31.2	64.8	40	55.3	82.8	52.3
GPT-5-mini 2026.02		46.9	38.3	36.3	36.4	26.7	25	40	82.6	85.2	41
CodeAct 2026.02		46.5	44.4	36.1	32.7	25.1	71.5	46.7	54.9	61.1	50.6
CodeAct 2026.02		45.7	45.3	31.6	29.9	27.5	77.5	60	78.6	61.9	41.1
Claude-Sonnet-4.5 2026.02		44.5	38.2	23.4	40	32.3	68.3	33.3	63.3	65.9	50.1
EmbodiedAct 2026.02		44	40.9	18.6	47.5	18	46.7	26.7	61.3	73.9	42.6
Qwen3-235B-Instruct 2026.02		42.4	33	30.5	28.9	32.6	68.8	13.3	55.2	56.7	53.1
CodeAct 2026.02		40.6	36	33.6	26.9	29	66.7	40	77.5	62.2	34.3
CodeAct 2026.02		38.1	28.9	35	31.5	33.8	71.2	40	61.7	60.2	34
Qwen3-8B-VL-Instruct 2026.02		25.9	18	18.3	24.9	22.2	45.4	13.3	40.1	44.3	27.5