Translation:We love to watch people run a marathon.
This is one of the more obscure rules of English, which I'll just state very compactly: the third verb in a phrase cannot be a gerund, but needs to stay infinitive.
"I love watching kittens fall over". Or "I love to watch kittens fall over." But not "I love watching kittens falling over."