Camden Electrics are considered the champions, since they occupied first place when the league disbanded on January 3, 1904. Tie games did occasionally occur, but are not shown in the standings.
| TEAM | W | L | Pct | GB | ||
 | Camden | 10 | 4 | .714 | - | |
 | Conshohocken | 9 | 4 | .692 | 0.5 | |
| | Millville | 7 | 5 | .583 | 2.0 | |
 | Trenton | 6 | 9 | .400 | 4.5 | |
| | Schuykill Falls | 2 | 12 | .143 | 8.0 |