Add new dataset: LIMIT #3093
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Add new dataset: LIMIT #3093
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orionw
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Aug 28, 2025
Samoed
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Aug 28, 2025
Samoed
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Aug 28, 2025
Samoed
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Aug 29, 2025
isaac-chung
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Aug 29, 2025
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Congrats on the paper!
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Thanks @isaac-chung! It's still failing the tests which is a bit weird. @Samoed is this cuz of my PR or is this good to merge? I see you've been doing a lot of work to fix the branches CI, thank you! |
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KennethEnevoldsen
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Once tests pass this is good to merge - congrats on the paper, very happy to see it!
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This adds a new dataset, LIMIT, that is available today from my internship with GDM:
Paper: https://arxiv.org/abs/2508.21038
Code: https://github.com/google-deepmind/limit
I have run the following models on the task (adding the results to the pr). These can be run using the
mteb run -m {model_name} -t {task_name}command.sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2intfloat/multilingual-e5-smallI have checked that the performance is neither trivial (both models gain close to perfect scores) nor random (both models gain close to random scores).
I have considered the size of the dataset and reduced it if it is too big (2048 examples is typically large enough for most tasks)