Construct · 1 fields · 1 citations

benchmark lottery: a standalone construct

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Machine learning

the argument that which methods appear best depends heavily on arbitrary choices of benchmark tasks and setups, making rankings partly luck.

In machine learning, benchmark lottery refers to the argument that which methods appear best depends heavily on arbitrary choices of benchmark tasks and setups, making rankings partly luck. This meaning comes from Dehghani (2021) in arXiv.[1]

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Nearby constructs

argument3 fields · 3 citationsjingle · one word, three constructs learning6 fields · 14 citationsjingle · one name, six constructs

References

Dehghani, M., Tay, Y., Gritsenko, A. A., Zhao, Z., Houlsby, N., Diaz, F., Metzler, D., & Vinyals, O. (2021). The Benchmark Lottery. arXiv. https://doi.org/10.48550/arxiv.2107.07002

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