Putnam-AXIOM ↗8.62%
DeepSeek-Math-7B-RL · Putnam-AXIOM · Original · problem accuracy · original questions ↗
DeepSeek / MODEL EVIDENCE
DeepSeek-Math-7B-RL
2 benchmarks · 4 observations · 2 sources
Scores at a glance
2 benchmarks · large dot: DeepSeek-Math-7B-RL; small dots: closest models where reported
UGPhysics ↗16.58%
DeepSeek-Math-7B-RL · UGPhysics · English · overall accuracy · original evaluation ↗
2 more reported results
13.41% · DeepSeek-Math-7B-RL · UGPhysics · Chinese · overall accuracy · original evaluation · UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models ↗
14.99% · DeepSeek-Math-7B-RL · UGPhysics · Language average · overall accuracy · original evaluation · UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models ↗
Closest models by score
Similar positions on shared benchmark leaderboards. Smaller gaps are closer.
DeepSeek-Math-7B-Instruct →DeepSeek
2 of 2 shared benchmark comparisons
How similarity is measured
Mean absolute gap in percentile positions on shared benchmark settings; lower is closer. At least 60% overlap is required, with a minimum of three when available. Independent evaluations are used when there are at least three; otherwise published report comparisons are used. Repeated model observations within one setting are averaged before ranking. Writing-style traits and composite indices are excluded. This describes similarity, not an overall quality ranking.
Sources
Every plotted observation links to its evaluation. Reported configurations, benchmark versions and task subsets can differ; similarity describes shared scores, not training lift.
- UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models — published result table ↗
All 9 authors
Xin Xu, Qiyun Xu, Tong Xiao, Tianhao Chen, Yuchen Yan, Jiaxin Zhang, Shizhe Diao, Can Yang, Yang Wang
- Putnam-AXIOM: A Functional and Static Benchmark for Measuring Higher Level Mathematical Reasoning in LLMs — published result table ↗
All 8 authors
Gulati, Aryan, Miranda, Brando, Chen, Eric, Xia, Emily, Fronsdal, Kai, Dumont, Bruno, Obbad, Elyas, Koyejo, Sanmi
Names used in source tables
DeepSeek-Math-7B-RL