"The performance was totally unacceptable and I'm very angry," admitted Robinson straight after the final whistle. "I'd like to apologise to the fans who turned up here to watch us.
"There will be consequences as a result of today. We're going to look at everything and the performance reflects on me as a coach."
Later on the news broke that Robinson, a former British & Irish Lions forwards coach and head coach of England, had resigned. Scottish Rugby Union chief executive Mark Dodson announced the quest for a new coach would start immediately.
"Following the sequence of recent results during the EMC Autumn Tests a change in Head Coach is required to take the team forward and build towards the Rugby World Cup in 2015," admitted Dodson.
"Andy has overseen some fine results as Scotland Head Coach since he was appointed in June 2009, but the recent defeats have been very disappointing. Andy is an outstanding leader and a fine coach and we wish him well."
Scott Johnson, who has experience of coaching at Test level with Wales, Australia and the USA, and Sean Lineen, the former Scottish international centre and Glasgow Warriors head coach, were in Robinson's back room team and will no doubt be among the early candidates to take over.
As for Robinson, he was keen to thank everyone for their support over his time in Scotland and believes the side is stronger now than when he first got involved.
"It's been a privilege to be the Head Coach of Scotland and I'd like to thank the fans, players, coaches and staff for all their support over the years. I have thoroughly enjoyed working with the players and the coaches in the last few years," he said.
"I believe I have left the team in a better position than when I took over and have great confidence in the players and the coaches for the future. I am very disappointed by our recent results but I have belief in the players to develop into a winning team."