SeaEval - Fundamental NLP Tasks - MNLI (Zero-Shot) — leaderboard

Metric: Accuracy (%). Source: huggingface.co. 24 models tracked.

Top models

#ModelScore
1Qwen 2.5 32B Instruct87.15
2Qwen 2.5 72B Instruct84.45
3Qwen 2.5 14B Instruct81.8
4Qwen 2.5 7B Instruct81.05
5Qwen 2 72B Instruct79.25
6Qwen 2.5 3B Instruct74.65
7Qwen 2 7B Instruct72.95
8Gemma 2 9B (IT)71.6
9Llama 3.1 70B Instruct70.15
10Llama 3 70B Instruct67.09
11Sailor2-8B-Chat66.4
12SeaLLMs-v3-7B-Chat65.3
13Gemma 2 2B (IT)61.85
14Qwen 2.5 1.5B Instruct60.45
15Llama 3 8B Cpt Sea Lionv2.1 Instruct57.75

Interactive version: theaggregate.ai/benchmark?slug=seaeval-fundamental-nlp-tasks-mnli-zero-shot · How the rankings work · Data refreshed daily, snapshot 2026-07-22.