After a hard fought 1-0 defeat on the road at St James Park, Mikel Arteta's side walked away empty-handed.
The match was full of VAR-checks and controversies in what was tipped to be a hotly-contested clash, and boss Arteta raged after the match at the 'embarrassing' display from officials.
Speaking after the game, pundits Izzy Christiansen and Jamie Carragher questioned Arsenal's title chances as the Gunners faced their first loss of the season at St James Park today.
Former WSL title-winner Christiansen said: 'I don't think Arsenal created enough today.