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The BenchBench Leaderboard lets you explore 100s of benchmarks and find trustworthy alternatives that fit your resources.
👉 https://huggingface.co/spaces/ibm/benchbench
Currently, benchmark comparisons are often ad-hoc and inconsistent
making results untrustworthy and benchmark choice 🤮
BenchBench & our findings: https://arxiv.org/pdf/2407.13696
offer standard and transparent comparisons
to reduce variance and increase confidence in your evaluations!🎉 https://twitter.com/LChoshen/status/1835738770353623053/photo/1
No need to manually gather and compare benchmark data! BenchBench provides a centralized platform with a curated database and standardized methodology for effortless benchmark agreement testing.
You can also use them with our package here: https://github.com/IBM/BenchBench
Want to incorporate your benchmark into BenchBench? Make a PR
skeptical about the idea of BenchBench? comment!
Details? Read: https://arxiv.org/abs/2407.13696
And if you are in the mood for other benchmarking aspects: https://x.com/LChoshen/status/1696153656653926581
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Leshem Choshen 🤖🤗 @ICML wanna talk?