## Bar Chart: Prediction Flip Rate Comparison for Mistral-7B Models
### Overview
The image presents two bar charts comparing the prediction flip rates of Mistral-7B-v0.1 and Mistral-7B-v0.3 models across four datasets: PopQA, TriviaQA, HotpotQA, and NQ. The charts compare the "Q-Anchored" (exact_question) and "A-Anchored" (exact_question) methods.
### Components/Axes
* **Titles:**
* Left Chart: Mistral-7B-v0.1
* Right Chart: Mistral-7B-v0.3
* **Y-axis:** Prediction Flip Rate (ranging from 0 to 80)
* **X-axis:** Dataset (categories: PopQA, TriviaQA, HotpotQA, NQ)
* **Legend:** Located at the bottom of the image.
* Q-Anchored (exact\_question): Represented by a light brown/reddish bar.
* A-Anchored (exact\_question): Represented by a gray bar.
### Detailed Analysis
**Left Chart: Mistral-7B-v0.1**
* **PopQA:**
* Q-Anchored: Approximately 72%
* A-Anchored: Approximately 15%
* **TriviaQA:**
* Q-Anchored: Approximately 68%
* A-Anchored: Approximately 44%
* **HotpotQA:**
* Q-Anchored: Approximately 74%
* A-Anchored: Approximately 8%
* **NQ:**
* Q-Anchored: Approximately 74%
* A-Anchored: Approximately 32%
**Right Chart: Mistral-7B-v0.3**
* **PopQA:**
* Q-Anchored: Approximately 70%
* A-Anchored: Approximately 30%
* **TriviaQA:**
* Q-Anchored: Approximately 84%
* A-Anchored: Approximately 54%
* **HotpotQA:**
* Q-Anchored: Approximately 80%
* A-Anchored: Approximately 12%
* **NQ:**
* Q-Anchored: Approximately 74%
* A-Anchored: Approximately 34%
### Key Observations
* For both model versions, the Q-Anchored method consistently shows a higher prediction flip rate than the A-Anchored method across all datasets.
* The difference between Q-Anchored and A-Anchored is most pronounced in HotpotQA for both model versions.
* Mistral-7B-v0.3 generally shows a higher prediction flip rate for Q-Anchored on TriviaQA and HotpotQA compared to v0.1.
* The A-Anchored method shows a higher prediction flip rate for v0.3 on PopQA and TriviaQA compared to v0.1.
### Interpretation
The charts suggest that anchoring the question (Q-Anchored) leads to a higher prediction flip rate compared to anchoring the answer (A-Anchored) for both Mistral-7B model versions. This could indicate that the models are more sensitive to changes in the question phrasing than the answer phrasing. The increase in prediction flip rate for Q-Anchored in v0.3 on TriviaQA and HotpotQA might indicate an increased sensitivity to question variations in the newer model version for these specific datasets. The A-Anchored method also shows a higher prediction flip rate for v0.3 on PopQA and TriviaQA, suggesting that the model is more sensitive to answer variations in the newer model version for these specific datasets. The large difference between Q-Anchored and A-Anchored in HotpotQA suggests that this dataset is particularly sensitive to question phrasing.
