Little miss, you and your DP need counselling and you need to focus on communicating without blaming.
The fact that your DH earns more money does not make him your boss, so him ordering you around is out of order.
You need to get a mediator if things don't improve after counselling.
I think your DH is aggressive, you need to get more sleep, and you both need to see each other's sides.
Fwiw, a dishwasher may save your relationship in the short term, so buy one and have it installed ASAP.
Washing dishes is the most awful task after a long day with dcs- it's never ending, so buy help.
You and your do need to have a meeting and agree terms of communication- for example, when you meet each other after a day apart, a "hello how are you" is polite, before starting up the tirade of the blame game.
Blanking each other is also a no no.
Shouting at each other is also forbidden.
Calling each other names and cursing at each other is forbidden.
Being respectful and polite is essential.
Chasing each other from room to room to shout and abuse a each other is also not allowed. You need to be able to leave the room to take a break, but promise to finish the conversation. You both need to know that leaving the room is not stalking off in a huff, but just a quick time out. Blanking and huffing about is not allowed- it's passive aggressive and does not contribute to the resolution.
You both need to know that conversations are important, and that you need to schedule time to have them. You need to have a happy resolution in mind.
A list of communication and relationship rules need to to agreed on, and signed off on. Make it formal.
You need to find your common ground and soon, or else I can't see you staying together. Disgust and contempt are lethal in a relationship, and you'll not survive it.
If your DP continues to play the huff and blame game, I'm afraid you'll have to leave, as that's damaging for your dcs to be with someone so contemptuous and disrespectful. You need to phone women's aid if there's no improvement, as banging on about how you have to do what he says because he earns more etc is financial abuse.
Name calling and blaming are huge red flags to me here and you need to enlist help in sorting your relationship out. And buy practical help by getting a dishwasher too.
Your work's cut out for you with young kids, but that's life, nothing worthwhile is easy.
Get counselling, get all your frustrations out in the open, listen to his frustrations, lay some ground rules about how to communicate, reconnect why you're with this man, and agree on a way forward that's respectful and polite.
Good luck. Keep us posted.