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@@ -57,7 +57,7 @@ We found that OCR and text-based processing become ineffective in VCR as accurat
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  - **Point of Contact:** [Tianyu Zhang](mailto:tianyu.zhang@mila.quebec)
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  # Benchmark
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- EM means `"Exact Match"` and Jaccard means `"Jaccard Similarity"`. The best in closed source and open source are highlighted in **bold**. Closed source models are evaluated based on 500 test samples, while open source models are evaluated based on 5000 test samples.
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  | Model | Size (unknown for closed source) | En Easy EM | En Easy Jaccard | En Hard EM | En Hard Jaccard | Zh Easy EM | Zh Easy Jaccard | Zh Hard EM | Zh Hard Jaccard |
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  |---|---|---|---|---|---|---|---|---|---|
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  | Claude 3 Opus | - | 62.0 | 77.67 | 37.8 | 57.68 | 0.9 | 11.5 | 0.3 | 9.22 |
 
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  - **Point of Contact:** [Tianyu Zhang](mailto:tianyu.zhang@mila.quebec)
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  # Benchmark
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+ EM means `"Exact Match"` and Jaccard means `"Jaccard Similarity"`. The best in closed source and open source are highlighted in **bold**. Closed source models are evaluated based on [500 test samples](https://huggingface.co/collections/vcr-org/vcr-visual-caption-restoration-500-test-subsets-6667c9efd77c55f2363b34a1), while open source models are evaluated based on [5000 test samples](https://huggingface.co/collections/vcr-org/vcr-visual-caption-restoration-6661393b1761e2aff7b967b9).
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  | Model | Size (unknown for closed source) | En Easy EM | En Easy Jaccard | En Hard EM | En Hard Jaccard | Zh Easy EM | Zh Easy Jaccard | Zh Hard EM | Zh Hard Jaccard |
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  |---|---|---|---|---|---|---|---|---|---|
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  | Claude 3 Opus | - | 62.0 | 77.67 | 37.8 | 57.68 | 0.9 | 11.5 | 0.3 | 9.22 |