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π’ In our #ACMMM21 paper, we highlight issues with training and evaluation of π°πΏπΌππ± π°πΌππ»ππΆπ»π΄ deep networks. π§΅π 
For far too long, π°πΏπΌππ± π°πΌππ»ππΆπ»π΄ works in #CVPR, #AAAI, #ICCV, #NeurIPS have reported only MAE, but not standard deviation.
Looking at MAE and standard deviation from MAE, a very grim picture emerges. E.g. Imagine a SOTA net with MAE 71.7 but deviation is a whopping 376.4 !
