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Comments (2)

smartyfh avatar smartyfh commented on July 29, 2024

Thanks for your very good work and it is helpful.
But the result of my rerunning the STAR on MultiWOZ 2.4 is 72.39% which is lower than reported in the paper. I think it may be caused by some hardware environment. Could you please upload the result (like exp.txt) for a fair comparison?

Here you go.

Results based on best acc:
{'epoch': 1, 'loss': 6.586433454652304, 'joint_acc': 0.7361563517915309, 'joint_turn_acc': 0.9044516829533116, 'slot_acc': array([0.98561346, 0.97366992, 0.97896308, 0.98357763, 0.9987785 ,
0.99796417, 0.99837134, 0.97882736, 0.97801303, 0.98425624,
0.98927796, 0.99375679, 0.96335505, 0.9919924 , 0.99647123,
0.99728556, 0.99552117, 0.99212812, 0.9655266 , 0.98914224,
0.99294245, 0.98927796, 0.98968512, 0.99402823, 0.99307818,
0.99484256, 0.99714984, 0.99389251, 0.99280673, 0.98384908]), 'ave_slot_acc': 0.9884681505609845, 'final_joint_acc': 0.6506506506506506, 'final_slot_acc': array([0.98198198, 0.95495495, 0.97397397, 0.98098098, 0.998999 ,
0.99499499, 0.998999 , 0.97097097, 0.96396396, 0.97897898,
0.98698699, 0.99299299, 0.96296296, 0.98998999, 0.99499499,
0.996997 , 0.99299299, 0.99199199, 0.94694695, 0.98798799,
0.98498498, 0.98098098, 0.98098098, 0.98798799, 0.98898899,
0.99199199, 0.99499499, 0.99399399, 0.99399399, 0.97397397]), 'final_ave_slot_acc': 0.9838838838838838}

from multiwoz2.4.

couragelfyang avatar couragelfyang commented on July 29, 2024

thanks a lot

from multiwoz2.4.

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