- This leaderboard compares 100+ text and image embedding models across 1000+ languages. We refer to the publication of each selectable benchmark for details on metrics, languages, tasks, and task types. Anyone is welcome [to add a model](https://github.com/embeddings-benchmark/mteb/blob/main/docs/adding_a_model.md), [add benchmarks](https://github.com/embeddings-benchmark/mteb/blob/main/docs/adding_a_benchmark.md), [help us improve zero-shot annotations](https://github.com/embeddings-benchmark/mteb/blob/06489abca007261c7e6b11f36d4844c5ed5efdcb/mteb/models/bge_models.py#L91) or [propose other changes to the leaderboard](https://github.com/embeddings-benchmark/mteb/tree/main/mteb/leaderboard).
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