Clark raised the issue on Twitter, and said his side had been disrespected throughout their trip to Spotland claiming the RFL’s Respect policy had been thrown out of the window.
The Scorpions lost 42-12, but the game was marred with a mass brawl that saw four players red carded.
Gary Middlehurst (Rochdale) and Nathan Mossop (South Wales) were dismissed from the field, while Phil Braddish (Rochdale) was also cited by the match officials for his part in the brawl. Jason Howells (South Wales) also saw red after getting involved whilst being a substitute.
Clark called upon the RFL to investigate the way the Scorpions were treated during the match.
He tweeted: “In all my playing and coaching career I’ve never witnessed what I witnessed today!! Negative comments towards the scorpions and referee during the game today, the RFL respect policy not in practice.
“When we returned to the dressing room via the tunnel for me was a dark day in rugby league hostile comments targeting my staff and players. (sic)
“To witness both teams and the referee being escorted off the pitch at half time is something I’ve never witnessed and should be investigated by the RFL.”
A further red card was issued to Scorpions’ Dominic Crosbly for punching later in the match.
Leeds head coach Brian McDermott has highlighted the adversity that his team had to face in 2016, after their incredible, treble-winning success in 2015.
Hull KR forward Mitch Allgood could be on his way to Wakefield for the 2017 season.
The fixtures for Super League 2017 have been released with each of the twelve clubs discovering who they will face at key points throughout the season.