## Bar Chart: Accuracy Comparison of Different Models
### Overview
The image is a bar chart comparing the accuracy of different models on two datasets: ProofWriter and LogicNLI. The chart displays the accuracy (%) on the y-axis and the datasets on the x-axis. Different colored bars represent different model configurations: "Ours" (dark red), "w/o Decomposer" (medium red), "w/o Search Router" (light red), and "w/o Resolver" (palest red).
### Components/Axes
* **Y-axis:** Accuracy (%), with a scale from 30 to 90.
* **X-axis:** Two categories: ProofWriter and LogicNLI.
* **Legend:** Located at the bottom of the chart.
* Dark Red: Ours
* Medium Red: w/o Decomposer
* Light Red: w/o Search Router
* Pale Red: w/o Resolver
### Detailed Analysis
**ProofWriter Dataset:**
* **Ours (Dark Red):** 88.5%
* **w/o Decomposer (Medium Red):** 62.0%
* **w/o Search Router (Light Red):** 37.7%
* **w/o Resolver (Pale Red):** 47.1%
**LogicNLI Dataset:**
* **Ours (Dark Red):** 70.7%
* **w/o Decomposer (Medium Red):** 42.8%
* **w/o Search Router (Light Red):** 39.1%
* **w/o Resolver (Pale Red):** 57.5%
### Key Observations
* In both datasets, the "Ours" model achieves the highest accuracy.
* Removing the Decomposer has a more significant impact on accuracy than removing the Search Router in both datasets.
* Removing the Resolver has a more significant impact on accuracy for the LogicNLI dataset than the ProofWriter dataset.
### Interpretation
The bar chart demonstrates the performance of different model configurations on two datasets. The "Ours" model, presumably the complete model, consistently outperforms the configurations where components are removed. The relative impact of removing each component varies between the datasets, suggesting that the importance of each component is dataset-dependent. The "Decomposer" seems to be a more critical component than the "Search Router" for both datasets, as its removal leads to a larger drop in accuracy. The "Resolver" component seems to be more important for the LogicNLI dataset than for the ProofWriter dataset.
