# 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.
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## 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.