Chelsea remain five points clear at the top of the table after winning 2-1 away to Crystal Palace.
Oscar and Cesc Fabregas with the goals for the Blues, but both sides ended with 10 men. Cesar Azpilicueta sent off for Chelsea, before Damien Delany saw red for Palace.
Graziano Peller scored twice as Southampton hammered Sunderland 8-0 at St. Mary's.
Everton beat Aston Villa 3-0 at Goodison Park, thanks to Phil Jagielka,Romelu Lukaku, and Seamus Coleman.
Danny Welbeck scored in the 90th minute to secure a 2-2 draw for Arsenal at home to Hull.
Alexi Sanchez scored early on, but Diame and Hernandez had given the Tigers the lead.
It ended Burnley 1. West Ham 3.
Sakho, Valencia, and Carlton Cole scoring for the Hammers, who are now in 3rd place.
Newcastle beat Leicester City 1-0 at St. James Park. Gabriel Obertan scoring with 20 minutes remaining.
And in the early game Sergio Aguero hit four, as Man City beat Tottenham 4-1 at the Etihad.
