HELM VHELM - A Okvqa Swahili: leaderboard

Metric: PEM (Translate). Source: crfm.stanford.edu. 48 models tracked.

Top models

#ModelScore
1Gemini 2.5 Pro (Preview 03-25)89.9
2O3 (2025-04-16)85.2
3GPT-4.585
4Gemini 2.0 Pro (Preview 02-05)83.3
5Gemini 2.0 Flash (Preview)82.3
6Gemini 2.0 Flash82.1
7GPT-4o (2024-11-20)81.4
8GPT-4o (2024-08-06)81.3
9GPT-4.1 (2025-04-14)81.2
10GPT-4o (2024-05-13)81
11O4 Mini (2025-04-16)80.6
12Gemini 2.0 Flash Lite80.5
13Gemini 2.0 Flash Lite (Preview 02-05)80.3
14Gemini 1.5 Pro (002)79.9
15O1 (2024-12-17)76.5

Interactive version: theaggregate.ai/benchmark?slug=helm-vhelm-a-okvqa-swahili · How It Works · Data refreshed daily, snapshot 2026-09-08.