Visual Spatial Understanding on VSI-Bench static 1.0 benchmark leaderboard · SOTA2 Research

Visual Spatial Understanding on VSI-Bench static 1.0

89.5Average ScoreRieMind

Evaluation Results

Method	Links
RieMind2026.03		89.5	86.5	94.9	97.9	77.8	92.7	87.3
RieMind2026.03		85.2	85.1	93.2	96.5	83.5	85.6	67.5
SpaceMind2026.03		73.6	73.3	61.4	77.3	74.2	67.2	88.4
VLM-3R2026.03		67	70.2	49.4	69.2	67.1	65.4	80.5
RieMind2026.03		64.1	89.7	90.3	93.6	31.9	44.5	34.7
ViCA2026.03		63.5	68.8	57	79.2	75.1	58.5	42.6
VG-LLM2026.03		52.3	67.9	37.7	58.6	62	46.6	40.7
InternVL3-78B2026.03		50.7	71.2	53.7	44.4	39.5	55.9	39.5
Spatial-MLLM2026.03		49.3	65.3	34.8	63.1	45.1	41.3	46.2
Gemini-1.5 Pro2026.03		48.7	56.2	30.9	64.1	43.6	51.3	46.3
OCR2026.03		47.8	63.2	34.1	57.4	46.7	39.6	45.5
ViLaSR2026.03		47.3	63.5	34.4	60.6	30.9	48.9	45.2
SpaceR2026.03		46.4	57.8	28.2	59.9	47.1	40.1	45.4
Gemini-1.5 Flash2026.03		44.5	49.8	30.8	53.5	54.4	37.7	41
LLaVA-OneVision-72B2026.03		40.8	43.5	23.9	57.6	37.5	42.5	39.9
LLaVA-NeXT-Video-72B2026.03		40.6	48.9	22.8	57.4	35.3	42.4	36.7
LLaVA-NeXT-Video-7B2026.03		36.7	48.5	14	47.8	24.2	43.5	42.4
GPT-4o2026.03		35.3	46.2	5.3	43.8	38.2	37	41.3
LLaVA-OneVision-7B2026.03		34.2	47.7	20.2	47.4	12.3	42.5	35.2
Qwen2.5-VL-7B2026.03		31.2	40.9	14.8	43.4	10.7	38.6	38.5