Procedural assembly reasoning on LEGO-Puzzles benchmark leaderboard · SOTA2 Research

Procedural assembly reasoning on LEGO-Puzzles

52Height AccuracyInternVL3-78B

Evaluation Results

Method	Links
InternVL3-78B2026.02		52	63	36	54	64	80	58	29	25	22	37	47.3
Gemini-2.5-Flash2026.02		52	58	37	55	58	74	53	49	40	46	29	50.1
GPT-4o2026.02		49	66	41	51	65	87	51	51	53	72	49	57.7
Qwen2.5-VL-72B2026.02		43	58	38	39	57	76	57	52	74	43	43	52.7
InternVL3-38B2026.02		40	60	39	55	57	81	59	33	47	12	36	47.2
Claude-3.5-Sonnet2026.02		39	60	42	48	61	78	58	37	49	54	64	53.6
Qwen2.5-VL-32B2026.02		35	60	38	52	45	79	51	45	66	43	43	50.6
TPRU-32B2026.02		34	61	35	47	55	76	52	48	70	49	48	52.3
TPRU-3B2026.02		30	54	32	40	37	69	49	14	30	8	24	35.2
Qwen2.5-VL-3B2026.02		29	55	30	36	32	65	48	19	16	4	25	32.6
TPRU-7B2026.02		23	56	37	40	45	67	55	31	49	32	36	42.8
Qwen2.5-VL-7B2026.02		20	57	32	47	38	67	56	29	22	8	25	36.5