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Math 基准测试饱和

Grade School Math 8K 排行榜

8,500 multi-step grade-school math word problems. Tests basic arithmetic reasoning — adding, subtracting, multiplying with multi-step chains.

为什么重要: Useful baseline for math ability, but now saturated — top models exceed 95%. More useful for evaluating smaller or open-source models.

顶级模型

96.8%

Llama 3.1 405B

平均评分

93.4%

共15个模型

已测试模型

15

指标: accuracy

人类基准

-

评分范围: 0%100%

GSM8K Scores - Top 15 Models

Ranked by GSM8K score (%)

LMMarketCap.com

模型排名

All models with a reported GSM8K score, ranked by highest accuracy.

#1
96.8%
#2
96.7%
#4
95.8%
#4
95.8%
#6
95.1%
#8
94.6%
#9
94.2%
#10
93.8%
#11
93.2%
#13
88.4%
#14
86.1%
#15
85.3%

关于 GSM8K

全名
Grade School Math 8K
类别
Math
指标
accuracy (%)
评分范围
0%100%
人类基准
尚未确定
状态
饱和
Frequently Asked Questions

GSM8K is a standardized evaluation that measures AI model performance on specific tasks. It provides comparable scores across different models, helping developers choose the right model for their needs.

Llama 3.1 405B currently holds the top score on the GSM8K benchmark. See our full rankings table above for the complete leaderboard with 15 models.

We update benchmark data from multiple sources including HuggingFace open-source model leaderboards and LMArena. Scores are refreshed regularly as new evaluations are published and new models are released.

No. While GSM8K is an important indicator, real-world performance depends on many factors including pricing, latency, context window, and specific task requirements. We recommend using our composite score which weighs multiple benchmarks and practical factors.

相关基准测试

GSM8K Benchmark - AI Math Reasoning Leaderboard (2026) | LM Market Cap