MEGA-Bench Task - NLVR2 Two Image Compare QA: leaderboard

The "NLVR2 Two Image Compare QA" 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 January 2027. 44 models tracked.

Top models

#ModelScoreOverall rank
1Gemma 3 27B (IT)85.7#523
2Gemini 1.5 Flash (002)85.7#583
3InternVL3-38B78.6#405
4GLM-4.1V-9B (Thinking)78.6#472 (GLM-4.1V-9B)
5Gemini 2.0 Flash (Preview)78.6#370
6Llama 4 Scout Base78.6#707
7Claude 3.5 Sonnet (20241022)71.4#291
8Gemini 1.5 Pro (002)71.4#349
9InternVL3-78B71.4#352
10Gemini 2.5 Pro (Preview 03-25)71.4#123
11InternVL2.5-78B71.4#431
12GPT-4o64.3#343
13MiniCPM-V-2.664.3#836
14InternVL3-14B64.3#505
15Qwen 2 VL 72B64.3#460

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-nlvr2-two-image-compare-qa · How It Works · Data refreshed daily, snapshot 2026-10-20.