Update README.md

README.md

@@ -147,26 +147,23 @@ uuid, features = read_descriptors('VidProM_embed.hdf5')
   <img src="https://huggingface.co/datasets/WenhaoWang/VidProM/resolve/main/datapoint.png" width="800">
 </p>
 
-# Visualization
-
-<p align="center">
-  <img src="https://huggingface.co/datasets/WenhaoWang/VidProM/resolve/main/WizMap.png" width="800">
-</p>
-
-Click the [WizMap](https://poloclub.github.io/wizmap/?dataURL=https%3A%2F%2Fhuggingface.co%2Fdatasets%2FWenhaoWang%2FVidProM%2Fresolve%2Fmain%2Fdata_gpu13.ndjson&gridURL=https%3A%2F%2Fhuggingface.co%2Fdatasets%2FWenhaoWang%2FVidProM%2Fresolve%2Fmain%2Fgrid_gpu13.json)
-(and wait for 5 seconds) for an interactive visualization of our 1.67 million prompts. Above is a thumbnail.
 
 # Comparison with DiffusionDB
 
 
 <p align="center">
-  <img src="https://huggingface.co/datasets/WenhaoWang/VidProM/resolve/main/compare_table.png" width="800">
+  <img src="https://huggingface.co/datasets/WenhaoWang/VidProM/resolve/main/compare_table.jpg" width="800">
 </p>
 
 <p align="center">
   <img src="https://huggingface.co/datasets/WenhaoWang/VidProM/resolve/main/compare_visual.png" width="800">
 </p>
 
+<p align="center">
+  <img src="https://huggingface.co/datasets/WenhaoWang/VidProM/resolve/main/WizMap_V_D" width="800">
+</p>
+Click [here](https://poloclub.github.io/wizmap/?dataURL=https://huggingface.co/datasets/WenhaoWang/VidProM/resolve/main/data_vidprom_diffusiondb.ndjson&gridURL=https://huggingface.co/datasets/WenhaoWang/VidProM/resolve/main/grid_vidprom_diffusiondb.json%20) for an interactive WizMap.
+
 Please check our paper for a detailed comparison.
 
 # Curators
@@ -181,7 +178,7 @@ The prompts and videos generated by [Pika](https://discord.com/invite/pika) in o
 ```
 @article{wang2024vidprom,
   title={VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models},
-  author={Wang, Wenhao and Yang, Yi},
+  author={Wang, Wenhao and Sun, Yifan and Yang, Yi},
   journal={arXiv preprint arXiv:2403.06098},
   year={2024}
 }