Update README.md

README.md

@@ -13,10 +13,6 @@ Elastic models are the models produced by TheStage AI ANNA: Automated Neural Net
 
 * __XL__: Mathematically equivalent neural network, optimized with our DNN compiler.
 
-* __L__: Near lossless model, with less than 1% degradation obtained on corresponding benchmarks.
-
-* __M__: Faster model, with accuracy degradation less than 1.5%.
-
 * __S__: The fastest model, with accuracy degradation less than 2%.
 
 
@@ -101,20 +97,19 @@ Benchmarking is one of the most important procedures during model acceleration.
 
 ### Quality benchmarks
 
-For quality evaluation we have used: PSNR, SSIM and CLIP score. PSNR and SSIM were computed using outputs of original model.
-| Metric/Model  | S | M | L | XL | Original |
-|---------------|---|---|---|----|----------|
-| PSNR          | TBD | TBD | TBD | inf  | inf |
-| SSIM          | TBD | TBD | TBD | 1.0  | 1.0 |
-| CLIP          | TBD | TBD | TBD | TBD  | TBD|
+For quality evaluation we have used: PSNR and SSIM. PSNR and SSIM were computed using outputs of original model.
+| Metric/Model  | S | XL | Original |
+|---------------|---|----|----------|
+| PSNR          | 20.78 | 29.13  | inf |
+| SSIM          | 0.81 | 0.95  | 1.0 |
 
 
 ### Latency benchmarks
 
 Time in seconds to generate one image 1024x1024
-| GPU/Model | S   | M | L | XL | Original |
-|-----------|-----|---|---|----|----------|
-| H100      | TBD | TBD | TBD | 3.80  | 6.55 |
+| GPU/Model | S   | XL | Original |
+|-----------|-----|----|----------|
+| H100      | 3.10 | 3.80  | 6.55 |
 
 
 ## Links
@@ -122,4 +117,4 @@ Time in seconds to generate one image 1024x1024
 * __Platform__: [app.thestage.ai](https://app.thestage.ai)
 <!-- * __Elastic models Github__: [app.thestage.ai](app.thestage.ai) -->
 * __Subscribe for updates__: [TheStageAI X](https://x.com/TheStageAI)
-* __Contact email__: contact@thestage.ai
+* __Contact email__: contact@thestage.ai