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Benchmark tasks are incorrectly selected #1757

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Samoed opened this issue Jan 10, 2025 · 0 comments

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Samoed commented Jan 10, 2025 •

edited

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For now, when loading MTEB_ENG_CLASSIC, it provides:

from mteb import MTEB_ENG_CLASSIC

MTEB_ENG_CLASSIC.tasks
# MTEBTasks(..., STS17Crosslingual(name='STS17', languages=['ara', 'deu', 'eng', '...']), STS22CrosslingualSTS(name='STS22', languages=['cmn', 'deu', 'eng', '...']), ....)

However, in the old leaderboard, only the en split is selected https://github.com/embeddings-benchmark/leaderboard/blob/80dd9a2b2d4a0abc368a6cea5f79a517b753951b/config.yaml#L124-L125.

This could be an issue because main score for tasks is averaged

mteb/mteb/load_results/task_results.py

Line 500 in 75d78c1

return val_sum / n_val

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