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ResearchFormerly WizWand

Spatial Reasoning on SPAR-Bench tiny

72.32Medium Difficulty ScoreHuman Level

Evaluation results

Method	Links
Human Level2025.12		72.32	67.27	55.31	72.75	74.25	28.75	36.25	78.25	52.25	66.5	33.5	92	64	60.97	76.22	80	94	70	92	80	78	82	50	60
Human Level2026.03		72.32	67.27	55.31	72.75	74.25	28.75	36.25	78.25	52.25	66.5	33.5	92	64	60.97	76.22	80	94	70	92	80	78	82	50	60
Chance Level (Frequency)2025.12		38.25	32.74	31.19	43.09	43.51	17.38	13.05	41.9	30.99	27.4	32.17	29.01	26.75	59	32.29	52.94	50.6	28.25	26.92	26.59	26.34	26.74	26.49	25.77
GPT-4o2025.12		24.93	36.39	29.25	53.8	45	15	13.6	37.4	34.4	23.4	24.4	30	16	28.8	45.11	64	64	58	46	46	32	44	30	22
GPT-4o2026.03		24.93	36.39	29.25	53.8	45	15	13.6	37.4	34.4	23.4	24.4	30	16	28.8	45.11	64	64	58	46	46	32	44	30	22
Qwen2-VL-72B2025.12		23.39	35.62	35.28	45.4	49.8	13.8	10	54.6	49.4	36.8	22.4	42	18	10.16	40	60	68	50	38	44	18	28	18	36
Qwen2-VL-72B2026.03		23.39	35.62	35.28	45.4	49.8	13.8	10	54.6	49.4	36.8	22.4	42	18	10.16	40	60	68	50	38	44	18	28	18	36
Qwen2.5-VL-72B2025.12		23.05	39.4	35.35	53.2	46.8	17.8	29	49.6	57.4	14.4	14.6	40	16	13.16	48.44	74	74	60	56	50	20	34	24	44
Qwen2.5-VL-72B2026.03		23.05	39.4	35.35	53.2	46.8	17.8	29	49.6	57.4	14.4	14.6	40	16	13.16	48.44	74	74	60	56	50	20	34	24	44
Chance Level (Random)2025.12		22.65	—	—	—	—	—	—	—	—	—	—	24.5	—	25.09	23.82	22.02	31.25	25.27	22.16	25.81	24.42	24.17	26.89	—
Claude-3.7-Sonnet2025.12		7.33	21.77	25.43	41	45.4	11.2	12.2	42.6	19.6	26	5.4	16	6	0	23.33	40	48	22	36	14	12	20	6	12
Claude-3.7-Sonnet2026.03		7.33	21.77	25.43	41	45.4	11.2	12.2	42.6	19.6	26	5.4	16	6	0	23.33	40	48	22	36	14	12	20	6	12