Update README.md

README.md

@@ -117,8 +117,8 @@ Below, we present  the performance of **L-Lens: LlamaLens** , where *"Eng"* refe
 
 ## English
 
-|              **Task**              |                  **Dataset**                 | **Metric** | **SOTA** | **Llama3.1-instruct** | **Llamalens-English** | **Llamalens-Native** | **Δ (LLamalens - SOTA)** |
-|:----------------------------------:|:--------------------------------------------:|:----------:|:--------:|:---------------------:|:---------------------:|:--------------------:|:------------------------:|      
+|              **Task**              |                  **Dataset**                 | **Metric** | **SOTA** | **Base** | **L-Lens-Eng** | **L-Lens-Native** | **Δ (L-Lens (Eng) - SOTA)** |
+|:----------------------------------:|:--------------------------------------------:|:----------:|:--------:|:---------------------:|:---------------------:|:--------------------:|:------------------------:|
 |      Checkworthiness Detection     |               CT24_checkworthy               |   f1_pos   |   0.753  |         0.404         |         0.942         |         0.942        |           0.189          |
 |           Claim Detection          |                claim-detection               |    Mi-F1   |    --    |         0.545         |         0.864         |         0.889        |            --            |
 |       Cyberbullying Detection      |                 Cyberbullying                |     Acc    |   0.907  |         0.175         |         0.836         |         0.855        |          -0.071          |
@@ -142,7 +142,7 @@ Below, we present  the performance of **L-Lens: LlamaLens** , where *"Eng"* refe
 
 ## Hindi
 
-|              **Task**              |                  **Dataset**                 | **Metric** | **SOTA** | **Llama3.1-instruct** | **Llamalens-English** | **Llamalens-Native** | **Δ (LLamalens - SOTA)** |
+|              **Task**              |                  **Dataset**                 | **Metric** | **SOTA** | **Base** | **L-Lens-Eng** | **L-Lens-Native** | **Δ (L-Lens (Eng) - SOTA)** |
 |:----------------------------------:|:--------------------------------------------:|:----------:|:--------:|:---------------------:|:---------------------:|:--------------------:|:------------------------:|
 |             Factuality             |                   fake-news                  |    Mi-F1   |    --    |         0.759         |         0.994         |         0.993        |            --            |
 |        Hate Speech Detection       |             hate-speech-detection            |    Mi-F1   |   0.639  |         0.750         |         0.963         |         0.963        |           0.324          |