diff --git a/README.md b/README.md
index 80ae1cb..6975d02 100644
--- a/README.md
+++ b/README.md
@@ -189,14 +189,14 @@ We have trained our models on the TG-Redial datasets and recorded relevant evalu
 
 ### Recommendation Task
 
-|   Model   |    Hit@1    |   Hit@10   |   Hit@50   |   MRR@1    |   MRR@10   |   MRR@50   |   NDCG@1    |  NDCG@10   |  NDCG@50   |
-| :-------: | :---------: | :--------: | :--------: | :--------: | :--------: | :--------: | :---------: | :--------: | :--------: |
-|   KBRD    |   0.00401   |   0.0254   |   0.0588   |  0.00401   |  0.00891   |   0.0103   |   0.00401   |   0.0127   |   0.0198   |
-|   KGSF    |   0.00535   | **0.0285** | **0.0771** |  0.00535   |   0.0114   | **0.0135** |   0.00535   | **0.0154** | **0.0259** |
-| TG-ReDial | **0.00793** |   0.0251   |   0.0524   |  0.00793   | **0.0122** |   0.0134   | **0.00793** |   0.0152   |   0.0211   |
-|  SASRec   |  0.000446   |  0.00134   |   0.0160   |  0.000446  |  0.000576  |  0.00114   |  0.000445   |  0.00075   |  0.00380   |
-|  TextCNN  |   0.00267   |   0.0103   |   0.0236   |  0.00267   |  0.00434   |  0.00493   |   0.00267   |  0.00570   |  0.00860   |
-|   BERT    |      -      |  0.00490   |   0.0281   | **0.0722** |   0.0106   |   0.0124   |   0.00490   |   0.0147   |   0.0239   |
+|   Model   |    Hit@1    |   Hit@10   |   Hit@50   |    MRR@1    |   MRR@10   |   MRR@50   |   NDCG@1    |  NDCG@10   |  NDCG@50   |
+| :-------: | :---------: | :--------: | :--------: | :---------: | :--------: | :--------: | :---------: | :--------: | :--------: |
+|  SASRec   |  0.000446   |  0.00134   |   0.0160   |   0.000446  |  0.000576  |  0.00114   |  0.000445   |  0.00075   |  0.00380   |
+|  TextCNN  |   0.00267   |   0.0103   |   0.0236   |   0.00267   |  0.00434   |  0.00493   |   0.00267   |  0.00570   |  0.00860   |
+|   BERT    |   0.00722   |  0.00490   |   0.0281   |   0.00722   |   0.0106   |   0.0124   |   0.00490   |   0.0147   |   0.0239   |
+|   KBRD    |   0.00401   |   0.0254   |   0.0588   |   0.00401   |  0.00891   |   0.0103   |   0.00401   |   0.0127   |   0.0198   |
+|   KGSF    |   0.00535   | **0.0285** | **0.0771** |   0.00535   |   0.0114   | **0.0135** |   0.00535   | **0.0154** | **0.0259** |
+| TG-ReDial | **0.00793** |   0.0251   |   0.0524   | **0.00793** | **0.0122** |   0.0134   | **0.00793** |   0.0152   |   0.0211   |
 
 
 
@@ -204,24 +204,22 @@ We have trained our models on the TG-Redial datasets and recorded relevant evalu
 
 |   Model    |   Hit@1   |  Hit@10   |  Hit@50   |   MRR@1   |  MRR@10   |  MRR@50   |  NDCG@1   |  NDCG@10  |  NDCG@50  |
 | :--------: | :-------: | :-------: | :-------: | :-------: | :-------: | :-------: | :-------: | :-------: | :-------: |
-| TG-ReDial  | **0.600** | **0.830** | **0.893** | **0.600** | **0.693** | **0.696** | **0.600** | **0.727** | **0.741** |
 |    MGCG    |   0.591   |   0.818   |   0.883   |   0.591   |   0.680   |   0.683   |   0.591   |   0.712   |   0.729   |
 | Conv-BERT  |   0.597   |   0.814   |   0.881   |   0.597   |   0.684   |   0.687   |   0.597   |   0.716   |   0.731   |
 | Topic-BERT |   0.598   |   0.828   |   0.885   |   0.598   |   0.690   |   0.693   |   0.598   |   0.724   |   0.737   |
-
+| TG-ReDial  | **0.600** | **0.830** | **0.893** | **0.600** | **0.693** | **0.696** | **0.600** | **0.727** | **0.741** |
 
 
 ### Generation Task
 
 |    Model    |  BLEU@1   |  BLEU@2   |   BLEU@3   |   BLEU@4   |  Dist@1  |  Dist@2  |  Dist@3  |  Dist@4  |  Average  |  Extreme  |  Greedy   |   PPL    |
 | :---------: | :-------: | :-------: | :--------: | :--------: | :------: | :------: | :------: | :------: | :-------: | :-------: | :-------: | :------: |
-|    KBRD     |   0.267   |  0.0458   |   0.0134   |  0.00579   |  0.469   |   1.50   |   3.40   |   4.90   |   0.863   |   0.398   |   0.710   |   52.5   |
-|    KGSF     | **0.383** | **0.115** | **0.0444** | **0.0200** |  0.340   |  0.910   |   3.50   |   6.20   | **0.888** | **0.477** | **0.767** |   50.1   |
-|  TG-ReDial  |   0.125   |  0.0204   |  0.00354   |  0.000803  |  0.881   |   1.75   |   7.00   |   12.0   |   0.810   |   0.332   |   0.598   | **7.41** |
 |    HERD     |   0.120   |  0.0141   |  0.00136   |  0.000350  |  0.181   |  0.369   |  0.847   |   1.30   |   0.697   |   0.382   |   0.639   |   472    |
 | Transformer |   0.266   |  0.0440   |   0.0145   |  0.00651   |  0.324   |  0.837   |   2.02   |   3.06   |   0.879   |   0.438   |   0.680   |   30.9   |
 |    GPT2     |  0.0858   |  0.0119   |  0.00377   |   0.0110   | **2.35** | **4.62** | **8.84** | **12.5** |   0.763   |   0.297   |   0.583   |   9.26   |
-
+|    KBRD     |   0.267   |  0.0458   |   0.0134   |  0.00579   |  0.469   |   1.50   |   3.40   |   4.90   |   0.863   |   0.398   |   0.710   |   52.5   |
+|    KGSF     | **0.383** | **0.115** | **0.0444** | **0.0200** |  0.340   |  0.910   |   3.50   |   6.20   | **0.888** | **0.477** | **0.767** |   50.1   |
+|  TG-ReDial  |   0.125   |  0.0204   |  0.00354   |  0.000803  |  0.881   |   1.75   |   7.00   |   12.0   |   0.810   |   0.332   |   0.598   | **7.41** |
 
 
 ## Releases