eval

README.md

@@ -9,25 +9,18 @@ library_name: diffusers
 ---
 # SDXL-VAE finetuned
 
-Imagenet eval (256px)
-|  Model                     | MSE         | PSNR      | LPIPS      |
-|----------------------------|-------------|-----------|------------|
-| madebyollin/sdxl-vae-fp16-fix | 3.680e-03   | 25.2100   | 0.1314     |
-| KBlueLeaf/EQ-SDXL-VAE        | 3.530e-03   | 25.2827   | 0.1298     |
-| **AiArtLab/sdxl_vae**       | **3.321e-03** | **25.6389** | **0.1251** |
-
-
-Alchemist eval (512px)
-
-| Модель                         |        MSE |       PSNR |      LPIPS |       Edge |
-|--------------------------------|------------|------------|------------|------------|
-| madebyollin/sdxl-vae-fp16      |       100% |       100% |       100% |       100% |
-| KBlueLeaf/EQ-SDXL-VAE          |     106.1% |      99.8% |      96.5% |      97.6% |
-| AiArtLab/sdxl_vae              |     111.8% |     101.7% |     106.7% |     102.3% |
-| AiArtLab/sdxlvae_nightly       |     118.0% |     102.3% |     107.2% |     102.9% |
-| AiArtLab/sdxs                  |     321.4% |     119.5% |     263.7% |     176.4% |
-| FLUX.1-schnell-vae             |     382.2% |     120.9% |     320.7% |     201.6% |
-
+=== Eval ===
+```
+SDXL VAE fp16 fix          | MSE=2.018e-03 PSNR=29.67 LPIPS=0.124 Edge=0.188 KL=32.222 | Z[min/mean/max/std]=[-4.066, -0.014, 4.301, 0.861] | Skew[min/mean/max]=[-0.017, 0.105, 0.165] | Kurt[min/mean/max]=[-0.380, -0.228, -0.108]
+aiartlab/SDXLVAE           | MSE=1.736e-03 PSNR=30.29 LPIPS=0.116 Edge=0.181 KL=32.222 | Z[min/mean/max/std]=[-4.066, -0.014, 4.301, 0.861] | Skew[min/mean/max]=[-0.017, 0.105, 0.165] | Kurt[min/mean/max]=[-0.380, -0.228, -0.108]
+``
+=== Percent ===
+```
+| Модель                     |       MSE |      PSNR |     LPIPS |      Edge |
+|----------------------------|-----------|-----------|-----------|-----------|
+| SDXL VAE fp16 fix          |      100% |      100% |      100% |      100% |
+| aiartlab/SDXLVAE           |    116.3% |    102.1% |    107.3% |    103.7% |
+```
 [![Click it](vae.png)](https://imgsli.com/NDA3OTgz)