SeaEval - Fundamental NLP Tasks - QQP (Zero-Shot): leaderboard

SeaEval zero-shot QQP evaluation measuring core NLP understanding such as inference, acceptability, paraphrase, or reading-comprehension accuracy.

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 24 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 2.5 72B Instruct83.15#454
2Qwen 2.5 32B Instruct83.15#498
3Llama 3.1 70B Cpt Sea Lionv3 Instruct82.95#548
4Qwen 2.5 14B Instruct82.55#647
5Sailor2-8B-Chat82.05#782
6Llama 3.1 70B Instruct81.5#561
7Qwen 2 72B Instruct80.65#576
8gemma2-9B-cpt-sea-lionv3-instruct80.3#705
9Llama 3 70B Instruct78.76#634
10Qwen 2 7B Instruct78.1#991
11Gemma 2 9B (IT)77.75#788
12SeaLLMs-v3-7B-Chat76.25#915
13Gemma 2 2B (IT)76.1#1341
14Qwen 2.5 7B Instruct76#862
15Qwen 2.5 3B Instruct74.15#1162

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

Interactive version: theaggregate.ai/benchmark?slug=seaeval-fundamental-nlp-tasks-qqp-zero-shot · How It Works · Data refreshed daily, snapshot 2026-10-20.