From 1c2e690376fd3297bed2ac26cfc5f4b2929eef35 Mon Sep 17 00:00:00 2001
From: Li Xiang <54010254+lixiang007666@users.noreply.github.com>
Date: Tue, 23 Jul 2024 15:49:08 +0800
Subject: [PATCH] Update README.md

---
 models/kolors/README.md | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/models/kolors/README.md b/models/kolors/README.md
index e7a7c30..bc777d7 100644
--- a/models/kolors/README.md
+++ b/models/kolors/README.md
@@ -24,7 +24,7 @@ The Human [Preference Score v2 (HPS v2)](https://github.com/tgxs002/HPSv2) was e
 
 These metrics demonstrate that the acceleration by onediff does not result in quality loss.
 
-In addition, compared with the images generated by the original PyTorch HF diffusers baseline, we calculated the average Structural Similarity (SSIM) to demonstrate that the structure of the images generated after acceleration by onediff does not undergo significant changes.
+In addition, compared with the images generated by the original PyTorch HF diffusers baseline, we calculated the average Structural Similarity (SSIM) on the coco-30-val-2014 to demonstrate that the structure of the images generated after acceleration by onediff does not undergo significant changes.
 
 
 | Metric            | Reference Value (Original PyTorch) | OneFlow Backend | NexFort Backend |
@@ -35,3 +35,6 @@ In addition, compared with the images generated by the original PyTorch HF diffu
 | Aesthetic Score ⬆️  | 6.098                              | 6.097           | 6.100           |
 | HPS v2 ⬆️           | 31.47                              | 31.47           | 31.58           |
 | SSIM ⬆️             | -                                  | 0.858           | 0.810           |
+
+Note: ⬇️ indicates that a lower value is better, ⬆️ the opposite.
+