There were more signs of improvement from Rhinos, who hit back strongly after trailing 6-0.
Hooker Brad Dwyer, in a rare start, was man of the match and Kruise Leeming also impressed out of position in the halves.
Here's how the Rhinos players rated, plus marks for Toulouse and the referee.
Here's how the Rhinos players rated, plus marks for Toulouse and the referee.