Update README.md

README.md

@@ -53,45 +53,3 @@ rewards = [[0.5811622738838196], [0.2745276093482971], [-1.4131819009780884], [-
           3.webp: -1.41
           4.webp: -2.03
 ```
-
-## Test
-
-### Setup for baselines
-
-#### Environment
-
-```bash
-$ pip install git+https://github.com/openai/CLIP.git
-```
-
-#### Checkpoint
-
-Models | File Paths | Download Links
---- | :---: | :---: 
-ImageReward | checkpoint/ | <a href="https://huggingface.co/THUDM/ImageReward/blob/main/ImageReward.pt">Download</a>
-CLIP Score | checkpoint/clip/ | <a href="https://openaipublic.azureedge.net/clip/models/b8cca3fd41ae0c99ba7e8951adf17d267cdb84cd88be6f7c2e0eca1737a03836/ViT-L-14.pt">Download</a>
-BLIP Score | checkpoint/blip/ | <a href="https://storage.googleapis.com/sfr-vision-language-research/BLIP/models/model_large.pth">Download</a>
-Aesthetic | checkpoint/aesthetic/ | <a href="https://github.com/christophschuhmann/improved-aesthetic-predictor/raw/main/sac%2Blogos%2Bava1-l14-linearMSE.pth">Download</a>
-
-#### Data
-
-Data | File Paths | Download Links
---- | :---: | :---: 
-test_images | data/ | <a href="https://huggingface.co/THUDM/ImageReward/blob/main/test_images.zip">Download</a>
-
-Download `test_images.zip` and unzip it to `data/test_images/`
-
-### One step for test
-
-```bash
-$ python test.py
-```
-
-The test result is:
-
-Models | Preference Acc.
---- | :---:
-CLIP Score | 54.82
-Aesthetic Score | 57.35
-BLIP Score | 57.76
-ImageReward (Ours) | **65.14**