The Oxford House is a reasonable back-to-basics hotel tucked away amongst some foot outlets. It is okay for an overnight stay as the rooms are just a bed, a desk, and a shower/bathroom, and that's it.
The biggest concerns might be the electricals, with a broken TV frame and their kettle boiling near the sockets on the desk. Still, the lamp raises alarm bells with its flickering light - even the 'receptionist' dismissed it as a bad connection with its plug and didn't replace it.
The bed is fine for what it is, but you can feel where the sheets end and the mattress start - and where they store the additional bedding.
The shower en-suite is a reasonable space, although seeing a bit of the carpet when stepping up into the bathroom must be a nightmare when tackling the splashbacks from the shower. It's a lovely shower with all the basics you expect with an en-suite.
For a stay near Temple Cowley, it is acceptable to access the Templars Square shopping precinct, within walking distance from all the fun and atmosphere that Cowley Road offers. It feels like a converted office space into these hotel rooms, and it is probably feasible for a budget stay in Oxford.