MEGA-Bench Task - Google Street View Circle Reasoning: leaderboard

The "Google Street View Circle Reasoning" subtask of MEGA-Bench Task. A single task from MEGA-Bench, a large-scale multimodal evaluation suite that scores vision-language models across 500+ real-world tasks spanning perception, reasoning, OCR, charts, documents, and multi-image understanding.

Metric: Task Score (%). Source: huggingface.co. Saturation forecast: Around August 2027. 44 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro (Preview 03-25)53.3#123
2Gemini 2.0 Flash (Preview)40#370
3Claude 3.5 Sonnet (20240620)33.3#299
4MiniCPM-V-2.633.3#836
5Gemini 1.5 Pro (002)26.7#349
6InternVL3-78B26.7#352
7Qwen 2 VL 7B26.7#750
8Qwen 2 VL 2B26.7#1220
9GPT-4o20#343
10Gemma 3 27B (IT)20#523
11Claude 3.5 Sonnet (20241022)20#291
12InternVL2-8B20#817
13GLM-4.1V-9B (Thinking)20#472 (GLM-4.1V-9B)
14GPT-4o Mini13.3#599
15InternVL3-8B13.3#620

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

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-google-street-view-circle-reasoning · How It Works · Data refreshed daily, snapshot 2026-10-20.