. Author manuscript; available in PMC: 2024 Sep 7.

Published in final edited form as: Proc IEEE Int Symp Biomed Imaging. 2023 Apr 18;28:1–5. doi: 10.1109/ISBI53787.2023.10230542

Table 2. Quantitative results of different temporal architectures and losses in terms of KL divergence (↓) and FSD (↓).

Architecture			Loss				KL Divergence	FSD
R3D	2D+RCN	2D+TCN	$L_{D A}$	$L_{S P}$	$L_{a d v}$	$L_{r e c}$	KL Divergence	FSD
		✓			✓	✓	1.217±0.070	182.24
		✓		✓	✓	✓	0.513±0.086	97.46
		✓	✓	✓		✓	0.265±0.100	83.41
✓			✓	✓	✓	✓	0.368±0.228	93.44
	✓		✓	✓	✓	✓	0.476±0.107	129.96
		✓	✓	✓	✓	✓	0.251±0.101	80.41