Real-Time Tracking of Object Melting Based on Enhanced DeepLab Network

Table 3

Performance comparison before and after model improvement.

Algorithm name	Pre-MIoU/%	Mid-MIoU/%	Last-MIoU/%	Time/ms	RAM/MB
DeepLabv3 + basic model	91.4	88.6	80.3	424	52
Improved DeepLabv3  + model	92.6	90.1	86.2	215	23
FastFCN	91.6	89.1	82.2	220	31
VisTR	92.4	90.1	85.2	230	41