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@@ -63,12 +63,12 @@ For video embedding there is an extra notebook that describes how to embedd vide
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  We have evaluated the performance of differnet models on the last 10k video clips from Webvid database.
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- | Model | R1 | R5 | R10 | MR | MedianR | MeanR
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  |------------------------|-------|-------|-------|-----|-----|---------|
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- | Zero-shot clip weights | 37.16 | 62.10 | 71.16 | 3.0 | 3.0 | 42.2128
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- | CLIP4Clip weights trained on msr-vtt | 38.38 | 62.89 | 72.01 | 3.0 | 3.0 | 39.3023
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- | CLIP4Clip trained on 150k Webvid | 50.74 | 77.30 | 85.05 | 1.0 | 1.0 | 14.9535
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- | Binarized CLIP4Clip trained on 150k Webvid with rerank100 | 50.56 | 76.39 | 83.51 | 1.0 | 1.0 | 43.2964
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  For more information about the evaluation you can look at this [notebook].
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  We have evaluated the performance of differnet models on the last 10k video clips from Webvid database.
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+ | Model | R1 | R5 | R10 | MedianR | MeanR
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  |------------------------|-------|-------|-------|-----|-----|---------|
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+ | Zero-shot clip weights | 37.16 | 62.10 | 71.16 | 3.0 | 42.2128
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+ | CLIP4Clip weights trained on msr-vtt | 38.38 | 62.89 | 72.01 | 3.0 |39.3023
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+ | CLIP4Clip trained on 150k Webvid | 50.74 | 77.30 | 85.05 | 1.0 | 14.9535
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+ | Binarized CLIP4Clip trained on 150k Webvid with rerank100 | 50.56 | 76.39 | 83.51 | 1.0 | 43.2964
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  For more information about the evaluation you can look at this [notebook].
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