Qwen / MODEL EVIDENCE

Qwen2.5-7B

9 benchmarks · 14 observations · 9 sources · released 2024-09-19

Scores at a glance

9 benchmarks · large dot: Qwen2.5-7B; small dots: closest models where reported

9.2896.4

Qwen2.5-7B · GPQA diamond · Best score (across scorers) · % ↗

3.768.3

Qwen2.5-7B · Balrog · Average progress · % ↗

2.7868.26

Qwen2.5-7B · LMCA · Score · % ↗

38.670.6

Qwen2.5-7B · INCLUDE · Original-language instructions · source dataset-card comparison ↗

0.831.2

Qwen2.5-7B · LongMemEval · LongMemEval S · full history direct · QA accuracy · additional-model comparison ↗

5 more reported results

14.4% · Qwen2.5-7B · LongMemEval · LongMemEval S · full history CoN · QA accuracy · additional-model comparison · LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ↗

45.2% · Qwen2.5-7B · LongMemEval · LongMemEval S · key=value · QA accuracy · additional-model comparison · LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ↗

46.2% · Qwen2.5-7B · LongMemEval · LongMemEval S · fact-expanded keys · QA accuracy · additional-model comparison · LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ↗

39% · Qwen2.5-7B · LongMemEval · LongMemEval M · key=value · QA accuracy · additional-model comparison · LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ↗

42.4% · Qwen2.5-7B · LongMemEval · LongMemEval M · fact-expanded keys · QA accuracy · additional-model comparison · LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ↗

Closest models by score

Similar positions on shared benchmark leaderboards. Smaller gaps are closer.

3.5 percentile-point gap

5 of 8 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.

  1. LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory — published result table ↗

    Wu, Di, Wang, Hongwei, Yu, Wenhao, Zhang, Yuwei, Chang, Kai-Wei, Yu, Dong · 2024

  2. BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games ↗

    Paglieri, Davide, Cupiał, Bartłomiej, Coward, Samuel, Piterbarg, Ulyana, Wolczyk, Maciej, Khan, Akbir et al. · 2024

    All 13 authors

    Paglieri, Davide, Cupiał, Bartłomiej, Coward, Samuel, Piterbarg, Ulyana, Wolczyk, Maciej, Khan, Akbir, Pignatelli, Eduardo, Kuciński, Łukasz, Pinto, Lerrel, Fergus, Rob, Foerster, Jakob Nicolaus, Parker-Holder, Jack, Rocktäschel, Tim

  3. DTBench — Conceptual Reasoning Index ↗

    Conceptual Reasoning Index

  4. LMCA — Conceptual Reasoning Index ↗

    Conceptual Reasoning Index

  5. Holistic Evaluation of Language Models (HELM) ↗

    Stanford Center for Research on Foundation Models

  6. GPQA Diamond ↗

    Epoch AI

  7. OTIS Mock AIME 2024-2025 ↗

    Epoch AI

  8. AI benchmarks & capabilities ↗

    Epoch AI

  9. INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge — published result table ↗

    Angelika Romanou, Negar Foroutan, Anna Sotnikova, Zeming Chen, Sree Harsha Nelaturu, Shivalika Singh et al. · 2024

    All 59 authors

    Angelika Romanou, Negar Foroutan, Anna Sotnikova, Zeming Chen, Sree Harsha Nelaturu, Shivalika Singh, Rishabh Maheshwary, Micol Altomare, Mohamed A. Haggag, Snegha A, Alfonso Amayuelas, Azril Hafizi Amirudin, Viraat Aryabumi, Danylo Boiko, Michael Chang, Jenny Chim, Gal Cohen, Aditya Kumar Dalmia, Abraham Diress, Sharad Duwal, Daniil Dzenhaliou, Daniel Fernando Erazo Florez, Fabian Farestam, Joseph Marvin Imperial, Shayekh Bin Islam, Perttu Isotalo, Maral Jabbarishiviari, Börje F. Karlsson, Eldar Khalilov, Christopher Klamm, Fajri Koto, Dominik Krzemiński, Gabriel Adriano de Melo, Syrielle Montariol, Yiyang Nan, Joel Niklaus, Jekaterina Novikova, Johan Samir Obando Ceron, Debjit Paul, Esther Ploeger, Jebish Purbey, Swati Rajwal, Selvan Sunitha Ravi, Sara Rydell, Roshan Santhosh, Drishti Sharma, Marjana Prifti Skenduli, Arshia Soltani Moakhar, Bardia Soltani Moakhar, Ran Tamir, Ayush Kumar Tarun, Azmine Toushik Wasi, Thenuka Ovin Weerasinghe, Serhan Yilmaz, Mike Zhang, Imanol Schlag, Marzieh Fadaee, Sara Hooker, Antoine Bosselut

Names used in source tables

Qwen2.5-7B