Merge pull request #74 from FangmingZhou/patch-1

Update README.md
ArrowLuo · Jun 1, 2022 · 508ffa3 · 508ffa3
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 The implementation of paper [**CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval**](https://arxiv.org/abs/2104.08860). 
 
-CLIP4Clip is a video-text retrieval model based on [CLIP (ViT-B)](https://github.com/openai/CLIP). We investigate three similarity calculation approaches: parameter-free type, sequential type, and tight type, in this work. The model achieve SOTA results on MSR-VTT, MSVC, LSMDC, ActivityNet, and DiDeMo.
+CLIP4Clip is a video-text retrieval model based on [CLIP (ViT-B)](https://github.com/openai/CLIP). We investigate three similarity calculation approaches: parameter-free type, sequential type, and tight type, in this work. The model achieve SOTA results on MSR-VTT, MSVD, LSMDC, ActivityNet, and DiDeMo.
 
 ![CLIP4Clip](CLIP4Clip.png)