# Technical Document Extraction: Bar Chart Analysis
## Labels and Axis Titles
- **X-Axis (Metrics):**
Categories:
- HellaSwag
- PIQA
- ARC-easy
- ARC-challenge
- TriviaQA
- NaturalQuestions
- **Y-Axis (Performance):**
Scale: 0 to 80 (incremented by 10)
Unit: Performance (no explicit unit specified)
## Legend
- **GShard (0 shared expert + 2 out of 16 routed experts):**
Color: Blue
- **DeepSeekMoE (1 shared expert + 3 out of 63 routed experts with half the activated experts):**
Color: Orange
## Data Categories and Sub-Categories
Each metric contains two bars representing the two models:
1. **HellaSwag**
- GShard: ~50
- DeepSeekMoE: ~52
2. **PIQA**
- GShard: ~70
- DeepSeekMoE: ~72
3. **ARC-easy**
- GShard: ~43
- DeepSeekMoE: ~48
4. **ARC-challenge**
- GShard: ~31
- DeepSeekMoE: ~33
5. **TriviaQA**
- GShard: ~10
- DeepSeekMoE: ~15
6. **NaturalQuestions**
- GShard: ~3
- DeepSeekMoE: ~5
## Key Trends
1. **GShard vs. DeepSeekMoE Performance:**
- GShard outperforms DeepSeekMoE in **HellaSwag**, **ARC-easy**, and **ARC-challenge**.
- DeepSeekMoE outperforms GShard in **PIQA**, **TriviaQA**, and **NaturalQuestions**.
2. **Highest Performance:**
- PIQA metric shows the highest performance for both models (~70-72).
3. **Lowest Performance:**
- NaturalQuestions metric shows the lowest performance for both models (~3-5).
4. **Performance Gaps:**
- Largest gap in **PIQA** (DeepSeekMoE leads by ~2).
- Smallest gap in **ARC-challenge** (DeepSeekMoE leads by ~2).
## Structural Notes
- **Bar Chart Format:**
- Grouped bars for each metric (side-by-side comparison).
- No error bars or confidence intervals indicated.
- **Color Consistency:**
- Blue (GShard) and Orange (DeepSeekMoE) consistently applied across all metrics.
## Transcribed Text from Diagram
- **Legend Text:**
- "0 shared expert + 2 out of 16 routed experts (GShard)"
- "1 shared expert + 3 out of 63 routed experts (DeepSeekMoE with half the activated experts)"
## Cross-Referenced Accuracy
- Legend colors match bar colors in all metrics.
- Axis labels and metric categories are explicitly listed in the image.
- No additional text or annotations present.
