SEA-HELM (Vietnamese) - SEA-NLI: leaderboard

SEA-NLI: natural language inference items that SEA-HELM groups under its cultural competency for Vietnamese. 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 VL 32B Instruct78.57#290
2Qwen 3.6 35B A3B (Reasoning)78.22#238 (Qwen 3.6 35B A3B)
3Qwen 3.5 27B (Reasoning)77.64#192 (Qwen 3.5 27B)
4Qwen 3.6 27B (Reasoning)75.69#182 (Qwen 3.6 27B)
5Qwen 3 VL 4B Instruct75.21#510
6Qwen 3.5 122B A10B (Reasoning)75.21#184 (Qwen 3.5 122B A10B)
7Llama-SEA-LION-v3-70B-IT73.37#407
8Llama 3.3 70B Instruct72.46#541
9Qwen 3 32B (Thinking)72.34#449 (Qwen 3 32B)
10Qwen 3 VL 8B Instruct72.29#419
11Qwen 3 8B (Thinking)71.87#678 (Qwen 3 8B)
12Gemma 4 26B A4B (IT) (Reasoning)71.51#293 (Gemma 4 26B A4B (IT))
13Gemma 3 12B (IT)69.65#672
14Qwen 3.5 35B A3B (Reasoning)68.99#268 (Qwen 3.5 35B A3B)
15Qwen 3 14B (Reasoning)67.24#542 (Qwen 3 14B)

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-vietnamese-sea-nli · How It Works · Data refreshed daily, snapshot 2026-11-05.