Figure 6. Qualitative comparisons on the Nvidia dataset [75].

Figure 7. Qualitative comparisons on the UCSD dataset [37].

Methods

Nerﬁes [49]
HyperNeRF [50]
DVS [19]
NSFF [35]
Ours

SSIM↑
0.823
0.859
0.943
0.952
0.983

Full
PSNR↑ LPIPS↓
0.096
24.32
0.095
25.10
0.075
30.64
0.034
31.75
36.47
0.014

Dynamic Only

SSIM↑
0.595
0.618
0.866
0.851
0.909

PSNR↑ LPIPS↓
0.234
18.45
0.212
19.26
0.096
26.57
0.115
25.83
28.01
0.042

Table 2. Quantitative evaluation on the UCSD dataset [37].

refer readers to the supplemental material for network archi-
tectures, hyper-parameters setting, and additional details.

5. Evaluation
5.1. Baselines and error metrics
DynIBaR-NeuralDynamicImage-BasedRendering