# Embedding Model Benchmark Results

**Date**: 2025-11-24 23:47
**Chunks**: 605

## Summary

| Model | Dims | Accuracy | Avg Score | Index Time | Query Time |
|-------|------|----------|-----------|------------|------------|
| minilm-l12-q | 384 | 78% | 0.570 | 25.76s | 1.79ms |
| paraphrase-minilm | 384 | 78% | 0.598 | 30.63s | 2.82ms |
| bge-base | 768 | 67% | 0.792 | 64.83s | 8.29ms |

## Individual Results

### sentence-transformers/all-MiniLM-L12-v2 (quantized)

- **Dimensions**: 384
- **Quantized**: true
- **Model Load**: 154.377983ms
- **Index Time**: 25.762250925s
- **Accuracy**: 78%
- **Avg Score**: 0.570
- **False Positive Score**: 0.644

### sentence-transformers/paraphrase-MiniLM-L6-v2

- **Dimensions**: 384
- **Quantized**: false
- **Model Load**: 1.624537749s
- **Index Time**: 30.630321622s
- **Accuracy**: 78%
- **Avg Score**: 0.598
- **False Positive Score**: 0.472

### BAAI/bge-base-en-v1.5

- **Dimensions**: 768
- **Quantized**: false
- **Model Load**: 1.019215842s
- **Index Time**: 64.827749525s
- **Accuracy**: 67%
- **Avg Score**: 0.792
- **False Positive Score**: 0.729

