OpenVLM MMBench V1.1 EN - Spatial Relationship: leaderboard

OpenCompass OpenVLM MMBench V1.1 English split accuracy for spatial relationship reasoning.

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 284 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro94.7#152
2GPT-593.3#98
3GPT-5 Mini (2025-08-07)92#172
4GPT-4.589.3#274
5GPT-4o ChatGPT88
6InternVL3-78B85.3#352
7Qwen 2 VL 72B84#460
8Gemini 1.5 Pro (002)81.3#349
9GPT-4.1 Mini80#355
10GPT-4.1 (2025-04-14)80#250
11InternVL2.5-78B78.7#431
12GPT-5 Nano77.3#425
13InternVL3-38B77.3#405
14Claude 3.7 Sonnet77.3#249
15Grok 2 (1212)76#496

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmbench-v1-1-en-spatial-relationship · How It Works · Data refreshed daily, snapshot 2026-10-20.