SEA-HELM (Indonesian) - Syntax: leaderboard

LINDSEA syntax minimal pairs in Indonesian: telling the grammatical sentence from a minimally different ungrammatical one. 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)69.05#184 (Qwen 3.5 122B A10B)
2Gemma 4 26B A4B (IT) (Reasoning)63.61#293 (Gemma 4 26B A4B (IT))
3Qwen 3.5 27B (Reasoning)63.57#192 (Qwen 3.5 27B)
4Qwen 3.5 35B A3B (Reasoning)56.25#268 (Qwen 3.5 35B A3B)
5Qwen 3 VL 32B Instruct53.38#290
6Qwen 3.6 27B (Reasoning)52.24#182 (Qwen 3.6 27B)
7Qwen 3.6 35B A3B (Reasoning)47.08#238 (Qwen 3.6 35B A3B)
8Qwen 3 32B (Thinking)46.2#449 (Qwen 3 32B)
9Llama-SEA-LION-v3-70B-IT40.51#407
10Qwen 3.5 9B (Reasoning)39.87#391 (Qwen 3.5 9B)
11Llama 4 Scout Instruct37.85#547
12Gemma 3 12B (IT)37.35#672
13Llama 3.3 70B Instruct36.72#541
14Gemma 3 27B (IT)33.13#528
15Qwen 3 8B (Thinking)32.21#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-indonesian-syntax · How It Works · Data refreshed daily, snapshot 2026-11-05.