Update README.md

README.md

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 This is a prunned version of the [Keras EfficientNetV2B0](https://keras.io/api/applications/efficientnet_v2/#efficientnetv2b0-function) model in a [toch-dag](https://github.com/TCLResearchEurope/torch-dag) format.
 
-This model has rougly 76% of the original model FLOPs with minimal metrics drop.
+This model has rougly 76% of the original model FLOPs with minimal metrics gain.
 
 
 | Model                                    | KMAPPs*         | M Parameters   | Accuracy (224x224)      |
 | -----------                              | -----------     | -----------    | ------------------      |
 | **Keras EfficientNetV2B (baseline)**   | 29           | 7.1           | 78.69%                  |
-| **efficientnetv2_b0_pruned_76 (ours)**          | 22.1 **(76%)** | 7 **(99%)** | 78.82% **(↓ 0.13%)**    |
+| **efficientnetv2_b0_pruned_76 (ours)**          | 22.1 **(76%)** | 7 **(99%)** | 78.82% **(↑ 0.13%)**    |
 
 
 \***KMAPPs** thousands of FLOPs per input pixel