SEA-HELM (Indonesian) - NLR: leaderboard

SEA-HELM's natural language reasoning competency for Indonesian: combines its causal reasoning and natural language inference tasks. 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: Estimated already saturated. 58 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3.5 122B A10B (Reasoning)90.07#184 (Qwen 3.5 122B A10B)
2Qwen 3.6 27B (Reasoning)89.96#182 (Qwen 3.6 27B)
3Qwen 3.5 27B (Reasoning)89.82#192 (Qwen 3.5 27B)
4Qwen 3.6 35B A3B (Reasoning)89.59#238 (Qwen 3.6 35B A3B)
5Gemma 4 26B A4B (IT) (Reasoning)89.48#293 (Gemma 4 26B A4B (IT))
6Qwen 3.5 35B A3B (Reasoning)88.62#268 (Qwen 3.5 35B A3B)
7Qwen 3.5 9B (Reasoning)88.16#391 (Qwen 3.5 9B)
8Qwen 3 VL 32B Instruct87.43#290
9Qwen 3 32B (Thinking)87.36#449 (Qwen 3 32B)
10Qwen 3 14B (Reasoning)86.83#542 (Qwen 3 14B)
11GPT-OSS-120B (Reasoning)85.7#346 (GPT-OSS-120B)
12Qwen 3.5 4B (Reasoning)85.63#514 (Qwen 3.5 4B)
13Llama 3.3 70B Instruct85.58#541
14Llama-SEA-LION-v3-70B-IT85.27#407
15Qwen 3 8B (Thinking)83.61#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-nlr · How It Works · Data refreshed daily, snapshot 2026-11-05.