I usually log everything I watch. In the action genre when filtering by 2010-2020 and excluding superhero stuff, here are the ones I've given 4/5 or higher (I only rate for myself, doesn't mean I would necessarily say that an action movie I rated 4/5 is a better movie than a drama movie I rated 3,5/5):
English: The John Wick movies, Mission Impossible 4, Rogue One, Kingsman (the first one), Mad Max, Warrior, Avengement (very much a guilty pleasure), Hotel Mumbai, Revenge, The Equalizer, Baby driver, Nice Guys, the Jump Street movies, Looper, Dredd, The Grey, Brawl in Cell Block 99.
Non-english: The Raid, The Night Comes at Us, Train to Busan, The Man from Nowhere, 13 Assassins.
Not really a lot in an entire decade.
Edit: Yeah, Inception and Snowpiercer were also there. Rush too, but I don't really consider it an action movie.