MEGA-Bench Task - Face Identity Matching — leaderboard

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

Top models

#ModelScore
1Gemini 2.5 Pro100
2Claude 3.5 Sonnet (20241022)86.7
3Gemini 1.5 Pro (002)86.7
4Gemini 2.0 Flash (Preview)86.7
5Gemini 1.5 Flash (002)73.3
6GPT-4o66.7
7InternVL3-78B60
8Gemma 3 27B (IT)53.3
9Claude 3.5 Sonnet (20240620)53.3
10InternVL3-38B33.3
11Qwen 2 VL 72B26.7
12Gemma 3 12B (IT)20
13GPT-4o Mini20
14Gemma 3 4B (IT)13.3
15Qwen 2 VL 2B6.7

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-face-identity-matching · How the rankings work · Data refreshed daily, snapshot 2026-07-22.