notesum.ai

Published at December 4

cs.CV

eess.IV

Released Date: December 4, 2024

Authors: Yijia Guo¹, Wenkai Huang², Yang Li¹, Gaolei Li², Hang Zhang³, Liwen Hu¹, Jianhua Li², Tiejun Huang¹, Lei Ma¹

Aff.: ¹Peking University; ²Shanghai Jiao Tong University; ³Cornell University

Method	Type	SIBR Viewer	Rendering FPS	Bicycle	Flowers	Garden	Stump	Treehill	Room	Counter	Kitchen	Bonsai	Average
3DGS+SH	Scene	✓	100+	23.365	18.998	24.897	22.818	21.479	29.311	26.893	28.150	26.286	24.689
3DGS+SH	Message	✓	100+	23.548	25.080	28.450	24.067	20.619	22.231	20.997	22.758	21.340	23.232
3DGS+Decoder	Scene	✓	30+	23.914	19.877	24.284	24.134	21.200	27.502	26.561	26.013	27.674	24.573
3DGS+Decoder	Message	✗	30+	20.611	20.540	25.287	19.933	19.848	21.668	20.670	22.367	20.318	21.249
3DGS+StegaNeRF[19]	Scene	✓	30+	22.789	19.811	23.140	24.260	21.465	28.659	26.400	25.039	25.521	24.120
3DGS+StegaNeRF[19]	Message	✗	30+	15.990	14.753	16.615	16.513	17.543	17.213	16.706	17.534	17.259	16.681
GS-Hider [40]	Scene	✗	30+	24.018	20.109	26.753	24.573	21.503	28.865	27.445	29.447	29.643	25.817
GS-Hider [40]	Message	✗	30+	28.219	26.389	32.348	25.161	20.276	22.885	20.792	26.690	23.846	25.179
Ours	Scene	✓	100+	24.431	20.685	26.831	25.414	22.156	30.930	28.642	30.699	30.953	26.749
Ours	Message	✓	100+	28.988	29.006	29.013	28.811	22.794	23.355	22.514	28.345	25.826	26.517