## Heatmap: Current Top Score Evolution ### Overview The heatmap illustrates the evolution of the current top score over time, categorized by different modes and ablations. The x-axis represents the cumulative evolutionary time in hours, while the y-axis shows the current top score. ### Components/Axes - **X-Axis**: Cumulative Evolutionary Time (Hours) - **Y-Axis**: Current Top Score - **Legend**: - Full Fuse Mode - Executor Ablation - React Mode - Summary Ablation (No Summary) - Executor Ablation - Chat Mode - Planner Ablation (No Planner) ### Detailed Analysis or ### Content Details The heatmap shows that the Full Fuse Mode consistently maintains the highest current top score across all time periods. The Executor Ablation - React Mode and Summary Ablation (No Summary) show a gradual increase in the current top score, with the Executor Ablation - React Mode slightly outperforming the Summary Ablation. The Executor Ablation - Chat Mode and Planner Ablation (No Planner) exhibit a more stable performance, with the Executor Ablation - Chat Mode showing a slight decline over time. ### Key Observations - The Full Fuse Mode has the highest current top score throughout the time period. - The Executor Ablation - React Mode and Summary Ablation (No Summary) show a steady increase in the current top score. - The Executor Ablation - Chat Mode and Planner Ablation (No Planner) have more stable performance with minor fluctuations. ### Interpretation The data suggests that the Full Fuse Mode is the most effective in maintaining a high current top score. The Executor Ablation - React Mode and Summary Ablation (No Summary) show a positive trend, indicating that these modes may be improving over time. The Executor Ablation - Chat Mode and Planner Ablation (No Planner) have more stable performance, which could be due to their simpler design or less reliance on complex ablations. The slight decline in the Executor Ablation - Chat Mode over time might indicate that it is reaching its optimal performance level.