Add task category and links to paper/project/code

README.md

@@ -1,13 +1,33 @@
+---
+task_categories:
+- text-to-video
+---
+
 # RefVIE-Bench
 
-This repo contains RefVIE-Bench from paper https://arxiv.org/abs/2603.02175.
+[**Project Page**](https://showlab.github.io/Kiwi-Edit/) | [**Paper**](https://arxiv.org/abs/2603.02175) | [**GitHub**](https://github.com/showlab/Kiwi-Edit)
+
+RefVIE-Bench is a comprehensive evaluation benchmark introduced in the paper [Kiwi-Edit: Versatile Video Editing via Instruction and Reference Guidance](https://arxiv.org/abs/2603.02175). It is specifically designed to assess instruction-reference-following capabilities in video editing models, featuring source videos, reference images (for both subjects and backgrounds), and natural language instructions.
+
+## Sample Usage
+
+To run inference on this benchmark using the official Kiwi-Edit framework, you can use the following command:
+
+```bash
+python infer.py \
+  --ckpt_path path_to_ckpt \
+  --bench refvie \
+  --max_frame 81 \
+  --max_pixels 921600 \
+  --save_dir ./infer_results/exp_name/
+```
 
 ## Directory layout
 
-- `refvie_bench.yaml`
-- `ref_images/background/`
-- `ref_images/subjects/`
-- `source_videos/`
+- `refvie_bench.yaml`: Configuration file containing mapping for instructions, reference images, and source videos.
+- `ref_images/background/`: Reference images used for background-guided editing.
+- `ref_images/subjects/`: Reference images used for subject-guided editing.
+- `source_videos/`: The original video sequences.
 
 ## Included media