Ad's quality score depends on 3 factors:
1. Click-through rate (CTR)
2. Ad relevance
3. Landing Page
Improving these 3 things will definitely help you increase your ad's quality score.
Further you can monitor the ads performing better. Try to keep the smaller campaigns and create more and organised campaigns. This will help you analyse the campaign performance and you can take right decisions.