# Technical Document Extraction: Heatmap Analysis ## Image Description The image contains two comparative heatmaps labeled **(a) RSPC** and **(b) KAAR**, evaluating model performance across four AI systems: - **GPT-3-mini** - **Gemini 2.0** - **QwQ-32B** - **DeepSeek-R1-70B** Each heatmap uses a **coverage scale** (0.0–1.0) represented by a color gradient from light orange (low) to dark red (high). The legend is positioned on the right side of both heatmaps. --- ## Key Components ### Legend - **Color Scale**: - **Light Orange**: ~0.0–0.3 - **Medium Red**: ~0.4–0.7 - **Dark Red**: ~0.8–1.0 - **Placement**: Top-right corner of both heatmaps. --- ## Heatmap (a): RSPC ### Axis Labels - **X-axis**: Model names (GPT-3-mini, Gemini 2.0, QwQ-32B, DeepSeek-R1-70B) - **Y-axis**: Model names (same as X-axis) ### Data Table | | GPT-3-mini | Gemini 2.0 | QwQ-32B | DeepSeek-R1-70B | |---------------|------------|------------|---------|-----------------| | **GPT-3-mini** | 1.00 | 0.50 | 0.40 | 0.22 | | **Gemini 2.0** | 0.91 | 1.00 | 0.60 | 0.40 | | **QwQ-32B** | 0.86 | 0.70 | 1.00 | 0.44 | | **DeepSeek-R1-70B** | 0.87 | 0.87 | 0.81 | 1.00 | ### Trends - **Diagonal Dominance**: All diagonal values are **1.00**, indicating perfect self-coverage. - **Decreasing Coverage**: Coverage decreases as models diverge from the diagonal (e.g., GPT-3-mini vs DeepSeek-R1-70B: 0.22). - **Symmetry**: The matrix is symmetric (e.g., GPT-3-mini vs Gemini 2.0 = 0.50, Gemini 2.0 vs GPT-3-mini = 0.91). --- ## Heatmap (b): KAAR ### Axis Labels - **X-axis**: Model names (same as RSPC) - **Y-axis**: Model names (same as RSPC) ### Data Table | | GPT-3-mini | Gemini 2.0 | QwQ-32B | DeepSeek-R1-70B | |---------------|------------|------------|---------|-----------------| | **GPT-3-mini** | 1.00 | 0.55 | 0.54 | 0.34 | | **Gemini 2.0** | 0.89 | 1.00 | 0.72 | 0.48 | | **QwQ-32B** | 0.88 | 0.74 | 1.00 | 0.53 | | **DeepSeek-R1-70B** | 0.92 | 0.82 | 0.88 | 1.00 | ### Trends - **Higher Coverage**: KAAR shows generally higher off-diagonal values compared to RSPC (e.g., GPT-3-mini vs Gemini 2.0: 0.89 vs 0.50 in RSPC). - **Consistent Diagonal**: All diagonal values remain **1.00**. - **Improved Symmetry**: Coverage is more balanced across models (e.g., DeepSeek-R1-70B vs QwQ-32B: 0.88 vs 0.44 in RSPC). --- ## Spatial Grounding - **Legend Position**: Top-right corner of both heatmaps. - **Color Matching**: - **Dark Red** (1.00) matches diagonal cells. - **Light Orange** (0.22–0.34) matches the lowest coverage cells. --- ## Summary - **RSPC** emphasizes **model-specific performance**, with significant drops in coverage for dissimilar models. - **KAAR** demonstrates **broader compatibility**, with higher coverage across diverse models. - Both heatmaps use identical axes and color scales, enabling direct comparison. All textual and numerical data extracted directly from the image. No additional languages or non-factual content present.