Oxygen-based explosives
They do indeed explode. Oxyliquits are probably the most comprehensive example of liquid-oxygen-based primary explosives (which are considered obsolete today). Theoretically liquid oxygen can also be substituted with ozone-oxygen mixture, which in reality has never been utilized due to technical difficulties -- oxyliquits were popular in the beginning of 20th century.