Panoramic Spatial Reasoning on PanoSpace-Bench benchmark leaderboard · SOTA2 Research

Panoramic Spatial Reasoning on PanoSpace-Bench

56.5Overall AccuracyPanoWorld

Evaluation Results

Method	Links
PanoWorld2026.05		56.5	93.7	73.3	42.6	52.4	47.2	47.4	59.6	40.6	49.8	65.5
Mimo-v2.52026.05		37.2	26.8	0.7	42	42.8	42	42.2	51.6	23.6	37.6	45.6
Qwen3.5-9B2026.05		36.4	55.2	4.9	34	36.4	28.8	33.1	46	26.2	36.1	46.5
Qwen3-VL-32B2026.05		34.8	32	2.5	36.4	27.2	34.8	32.8	54.8	28.8	41.8	43.6
GPT-4o2026.05		31.8	37.2	17.7	34.8	28.4	24.8	29.3	45.6	27.2	36.4	37.6
Qwen3.5-9B2026.05		30.8	25.2	1.4	32.2	22.6	26.3	26.1	48.6	24.5	36.9	41.2
InternVL3.5-14B2026.05		30.4	23.6	2.8	35.6	30.8	38.4	34.9	56.8	20.8	38.8	28.8
Qwen2.5-VL-3B2026.05		30.1	20.4	2.7	30.8	29.6	34.8	31.7	43.6	35.2	39.4	46.4
Qwen2.5-VL-7B2026.05		29.9	34	3.1	30.8	23.6	30.4	28.2	48.8	29.6	39.2	32
Qwen3-VL-8B2026.05		29.6	47.6	2.2	28.4	21.2	27.2	25.6	45.6	23.6	34.6	34.4
InternVL3.5-8B2026.05		28.3	24.8	2.9	28.8	26.4	25.2	26.8	52.4	26.8	39.6	25.6
Ministral-8B2026.05		25.5	22.4	2.1	22	20.4	20	20.8	47.6	29.6	38.6	28.4
Ministral-14B2026.05		23.6	35.6	2.3	20	14.4	12.8	15.7	49.6	31.6	40.6	21.6