SEA-HELM (Malay) - Global MMLU Lite: leaderboard

Global-MMLU Lite: culturally balanced MMLU multiple-choice knowledge questions in Malay. Normalized 0-100 score from AI Singapore's SEA-HELM leaderboard: (score - random baseline) / (maximum - baseline), floored at 0 and averaged over eight runs; higher is better.

Metric: Normalized Score. Source: leaderboard.sea-lion.ai. Saturation forecast: Around February 2027. 58 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3.5 122B A10B (Reasoning)85.99#184 (Qwen 3.5 122B A10B)
2Qwen 3.6 27B (Reasoning)84#182 (Qwen 3.6 27B)
3Qwen 3.5 27B (Reasoning)83.43#192 (Qwen 3.5 27B)
4Qwen 3.6 35B A3B (Reasoning)82.96#238 (Qwen 3.6 35B A3B)
5Qwen 3.5 35B A3B (Reasoning)81.77#268 (Qwen 3.5 35B A3B)
6Gemma 4 26B A4B (IT) (Reasoning)81.44#293 (Gemma 4 26B A4B (IT))
7Qwen 3 32B (Thinking)77.45#449 (Qwen 3 32B)
8Qwen 3.5 9B (Reasoning)76.57#391 (Qwen 3.5 9B)
9GPT-OSS-120B (Reasoning)74.95#346 (GPT-OSS-120B)
10Llama-SEA-LION-v3-70B-IT73.86#407
11Qwen 3 14B (Reasoning)71.33#542 (Qwen 3 14B)
12Llama 3.3 70B Instruct71.18#541
13GLM-4.7 Flash (Reasoning)70.57#543 (GLM-4.7 Flash)
14Qwen 3 VL 32B Instruct69.39#290
15Qwen 3 8B (Thinking)68.31#678 (Qwen 3 8B)

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=sea-helm-malay-global-mmlu-lite · How It Works · Data refreshed daily, snapshot 2026-11-05.