Reported model / MODEL EVIDENCE

Yi-34b / Base

1 benchmarks · 3 observations · 1 sources

Scores at a glance

1 benchmarks · large dot: Yi-34b / Base; small dots: closest models where reported

30.782.2

Yi-34b / Base · WMDP · Biology · accuracy after unlearning · original unlearning comparison ↗

2 more reported results

49.7% · Yi-34b / Base · WMDP · Cyber · accuracy after unlearning · original unlearning comparison · The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning ↗

58.6% · Yi-34b / Base · WMDP · Chemistry · accuracy after unlearning · original unlearning comparison · The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning ↗

Closest models by score

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

11.1 percentile-point gap

1 of 1 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. The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning — published result table ↗

    Li, Nathaniel, Pan, Alexander, Gopal, Anjali, Yue, Summer, Berrios, Daniel, Gatti, Alice et al. · 2024

    All 57 authors

    Li, Nathaniel, Pan, Alexander, Gopal, Anjali, Yue, Summer, Berrios, Daniel, Gatti, Alice, Li, Justin D., Dombrowski, Ann-Kathrin, Goel, Shashwat, Phan, Long, Mukobi, Gabriel, Helm-Burger, Nathan, Lababidi, Rassin, Justen, Lennart, Liu, Andrew B., Chen, Michael, Barrass, Isabelle, Zhang, Oliver, Zhu, Xiaoyuan, Tamirisa, Rishub, Bharathi, Bhrugu, Khoja, Adam, Zhao, Zhenqi, Herbert-Voss, Ariel, Breuer, Cort B., Marks, Samuel, Patel, Oam, Zou, Andy, Mazeika, Mantas, Wang, Zifan, Oswal, Palash, Lin, Weiran, Hunt, Adam A., Tienken-Harder, Justin, Shih, Kevin Y., Talley, Kemper, Guan, John, Kaplan, Russell, Steneker, Ian, Campbell, David, Jokubaitis, Brad, Levinson, Alex, Wang, Jean, Qian, William, Karmakar, Kallol Krishna, Basart, Steven, Fitz, Stephen, Levine, Mindy, Kumaraguru, Ponnurangam, Tupakula, Uday, Varadharajan, Vijay, Wang, Ruoyu, Shoshitaishvili, Yan, Ba, Jimmy, Esvelt, Kevin M., Wang, Alexandr, Hendrycks, Dan

Names used in source tables

Yi-34b / Base