Kerala Blasters' opening match against ATK also ended in a goalless draw.
Mumbai City head coach Alexandre Guimaraies would also be keen that his defenders and mid-fielders put up a spirited show and don't concede any goals.
Chennaiyin FC beat NorthEast United 3-0 in the match in Chennai on Thursday.
Arsenal succumbed to a 62nd-minute penalty from Sehrou Guirassy after the French striker tumbled to ground inside the area under a challenge from Mathieu Debuchy.
Robinho, 33, who currently plays with Atletico Mineiro in Brazil, pleaded not guilty via his lawyer and never appeared at any of the court hearings in northern Italy.
In the latest FIFA rankings released, the Indian football team remained static at 105th while Palestine achieved highest ranking ever.
Chennai registered their first win at home over NorthEast United in the ISL and only their second victory over their North-East rivals.
Kerala Blasters played out a goal-less draw against the now rechristened ATK in their opening match on November 17.
Willian scored twice and won a pair of penalties as Chelsea thrashed 10-man Qarabag 4-0 in Baku to guarantee Antonio Conte's side a top-two finish in Group C.
Delhi Dynamos controlled the game for most part of the opening for both the sides.
In their six encounters in ISL history, Pune have managed to defeat Delhi only once.
The result took already-qualified Tottenham Hotspur to 13 points and consigned Champions League holders Real Madrid to second place in the group with a game left.
UEFA Champions League: Pep Guardiola made seven changes to his starting XI including handing a competitive debut to 17-year-old midfielder Phil Foden.
UEFA Champions League: Real Madrid had to wait until the 23rd minute to take the lead through Luka Modric, but a run of five goals in 15 minutes either side of half-time sent them through in style
Sunil Chhetri, Indian football team captain, has got engaged to his long-time girlfriend Sonam Bhattacharya and will tie the knot in Kolkata on December 4.
Liverpool face Sevilla at the Sanchez Pizjuan on Tuesday knowing a win will secure their place in the last 16 of the UEFA Champions League.
Delhi Dynamos lost out in the semi-finals in the last season of the ISL.
Brighton remain ninth in the Premier League standings, seven points above the relegation zone and three points above Mark Hughes's Stoke City, who stay in 15th.