ARSD and Maitreyi, both are reputed colleges under Delhi University. You can choose either of these two institutes for pursuing a degree in Physics. Both have a decent faculty base and lab infrastructure. 

However, comparably ARSD is better than Maitreyi for pursuing a degree in Science. According to IndiaToday 2021 ranking, ARSD was ranked 16 for Science.