MEGA-Bench Task - Face Identity Matching: leaderboard

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

Top models

#ModelScore
1Gemini 2.5 Pro (Preview 03-25)100
2Claude 3.5 Sonnet (20241022)86.7
3Gemini 1.5 Pro (002)86.7
4Gemini 1.5 Flash (002)73.3
5GPT-4o66.7
6InternVL3-78B60
7Gemma 3 27B (IT)53.3
8Claude 3.5 Sonnet (20240620)53.3
9InternVL3-38B33.3
10Qwen 2 VL 72B26.7
11Gemma 3 12B (IT)20
12GPT-4o Mini20
13Gemma 3 4B (IT)13.3
14Qwen 2 VL 2B6.7
15Pixtral-12B6.7

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