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ComBack_Models

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unknown commited on Mar 30, 2024

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@@ -62,7 +62,7 @@ This repository contains all fine-tuned models for experiments with ComBack.
     | CodeBert-c      |        0.00       |        0.97       |       0.00       |       1.31       |     0.00    |     0.44    |
     | GraphCodeBert-c |        0.00       |        0.35       |       0.00       |       0.54       |     0.00    |     2.41    |
     | UnixCoder-base-nine     |        0.07       |       27.56       |        15.93       |        29.11       |    0.00    |    31.81   |
-    | CodeT5-base        |        0.65       |       21.45       |        7.23       |        23.50       |     xxx    |     xxx    |
     | NatGen        |        0.00       |       13.52       |       0.02       |       15.95      |     0.01    |     28.76    |
     | CodeT5+-220m       |        0.02       |        7.24       |       0.12       |       9.87       |    0.00    |    12.33   |
@@ -73,7 +73,7 @@ This repository contains all fine-tuned models for experiments with ComBack.
     | CodeBert-c      |       53.84       |       77.44       |       52.67      |       70.82      |     xxx    |     xxx    |
     | GraphCodeBert-c |       43.00       |       71.89       |       47.10      |       61.31      |     xxx    |     xxx    |
     | UnixCoder-base-nine     |     **67.84**     |     **85.06**     |        58.51       |        75.31       |    56.24   |    73.45   |
-    | CodeT5-base        |       66.38       |       84.34       |        58.52       |        76.03       |     xxx    |     xxx    |
     | NatGen        |       67.47       |       84.83       |     **60.30**    |     **76.84**    |     71.73    |     81.39    |
     | CodeT5+-220m       |       66.93       |       84.45       |       59.57      |       76.41      |  **75.28** |  **82.95** |

     | CodeBert-c      |        0.00       |        0.97       |       0.00       |       1.31       |     0.00    |     0.44    |
     | GraphCodeBert-c |        0.00       |        0.35       |       0.00       |       0.54       |     0.00    |     2.41    |
     | UnixCoder-base-nine     |        0.07       |       27.56       |        15.93       |        29.11       |    0.00    |    31.81   |
+    | CodeT5-base        |        0.65       |       21.45       |        7.23       |        23.50       |     0.00    |     13.57    |
     | NatGen        |        0.00       |       13.52       |       0.02       |       15.95      |     0.01    |     28.76    |
     | CodeT5+-220m       |        0.02       |        7.24       |       0.12       |       9.87       |    0.00    |    12.33   |
     | CodeBert-c      |       53.84       |       77.44       |       52.67      |       70.82      |     xxx    |     xxx    |
     | GraphCodeBert-c |       43.00       |       71.89       |       47.10      |       61.31      |     xxx    |     xxx    |
     | UnixCoder-base-nine     |     **67.84**     |     **85.06**     |        58.51       |        75.31       |    56.24   |    73.45   |
+    | CodeT5-base        |       66.38       |       84.34       |        58.52       |        76.03       |     70.87    |     80.45    |
     | NatGen        |       67.47       |       84.83       |     **60.30**    |     **76.84**    |     71.73    |     81.39    |
     | CodeT5+-220m       |       66.93       |       84.45       |       59.57      |       76.41      |  **75.28** |  **82.95** |