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@@ -986,28 +986,28 @@ print(f"Found {len(positive_docs)} relevant and {len(negative_docs)} non-relevan
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  ## Dataset Statistics
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- | Language | Corpus Size | Train Queries | Dev Queries | Test Queries |
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- |----------|-------------|---------------|-------------|--------------|
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- | Arabic (ar) | 2.1M | 3,495 | 2,896 | 2,341 |
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- | Bengali (bn) | 297K | 1,631 | 411 | 1,232 |
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- | English (en) | 32.9M | 2,863 | 799 | 2,524 |
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- | Spanish (es) | 10.4M | 2,162 | 648 | 1,515 |
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- | Persian (fa) | 2.2M | 2,107 | 683 | 1,476 |
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- | Finnish (fi) | 1.9M | 2,897 | 1,271 | 1,271 |
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- | French (fr) | 14.6M | 1,143 | 343 | 343 |
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- | Hindi (hi) | 506K | 1,169 | 350 | 350 |
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- | Indonesian (id) | 1.4M | 4,071 | 960 | 960 |
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- | Japanese (ja) | 7.0M | 3,477 | 860 | 720 |
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- | Korean (ko) | 1.5M | 868 | 213 | 421 |
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- | Russian (ru) | 9.5M | 4,683 | 1,252 | 1,252 |
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- | Swahili (sw) | 132K | 1,901 | 482 | 482 |
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- | Telugu (te) | 518K | 3,452 | 646 | 646 |
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- | Thai (th) | 542K | 2,972 | 807 | 807 |
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- | Chinese (zh) | 4.9M | 1,312 | 393 | 920 |
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- | German (de) | 15.9M | - | 305 | 712 |
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- | Yoruba (yo) | 49K | - | 119 | 288 |
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- *Note: Some languages only have dev/test splits without training data. In MIRACL, the "dev" split is often used as the test set in practice. If you plan to use "dev" for validation, please verify this usage aligns with your evaluation methodology.*
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  ## Key Features
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  ## Dataset Statistics
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+ | Language | Corpus Size | Train Queries | Dev Queries |
990
+ |----------|-------------|---------------|-------------|
991
+ | Arabic (ar) | 2.1M | 3,495 | 2,896 |
992
+ | Bengali (bn) | 297K | 1,631 | 411 |
993
+ | English (en) | 32.9M | 2,863 | 799 |
994
+ | Spanish (es) | 10.4M | 2,162 | 648 |
995
+ | Persian (fa) | 2.2M | 2,107 | 683 |
996
+ | Finnish (fi) | 1.9M | 2,897 | 1,271 |
997
+ | French (fr) | 14.6M | 1,143 | 343 |
998
+ | Hindi (hi) | 506K | 1,169 | 350 |
999
+ | Indonesian (id) | 1.4M | 4,071 | 960 |
1000
+ | Japanese (ja) | 7.0M | 3,477 | 860 |
1001
+ | Korean (ko) | 1.5M | 868 | 213 |
1002
+ | Russian (ru) | 9.5M | 4,683 | 1,252 |
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+ | Swahili (sw) | 132K | 1,901 | 482 |
1004
+ | Telugu (te) | 518K | 3,452 | 646 |
1005
+ | Thai (th) | 542K | 2,972 | 807 |
1006
+ | Chinese (zh) | 4.9M | 1,312 | 393 |
1007
+ | German (de) | 15.9M | - | 305 |
1008
+ | Yoruba (yo) | 49K | - | 119 |
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+ *Note: Some languages only have dev/test splits without training data. Be aware that in MIRACL evaluation practices, the "dev" split is often used as the actual test set for evaluation.*
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  ## Key Features
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