MEGA-Bench Task - Graph Theory: leaderboard

Metric: Task Score (%). Source: huggingface.co. 44 models tracked.

Top models

#ModelScore
1Gemini 2.5 Pro (Preview 03-25)64.3
2InternVL3-38B42.9
3Pixtral-12B42.9
4Llama 4 Scout Base42.9
5InternVL2-8B35.7
6Gemini 1.5 Flash (002)35.7
7InternVL2.5-78B35.7
8Gemma 3 27B (IT)28.6
9GPT-4o28.6
10InternVL3-78B28.6
11Qwen 2 VL 72B28.6
12Claude 3.5 Sonnet (20241022)28.6
13Gemini 1.5 Pro (002)28.6
14Claude 3.5 Sonnet (20240620)28.6
15Qwen 2 VL 7B21.4

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-graph-theory · How It Works · Data refreshed daily, snapshot 2026-09-05.