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Novel View Synthesis on Neural 3D flame salmon

30.93PSNROURS-45K
27.456428.358229.2630.1618May 29, 2026

Evaluation results

MethodLinks
OURS-45KColmap=X, Preproc. Time=4 sec, Train Time=14 mins, FPS=755, Storage=23.7, Frames=3002026.0530.9394.450.1118
OURS-35KColmap=X, Preproc. Time=4 sec, Train Time=10 mins, FPS=766, Storage=23.1, Frames=3002026.0530.5894.10.1212
4DGSColmap=D0, Preproc. Time=6 mins, Train Time=33 mins, FPS=98, Storage=40.3, Frames=3002026.0529.394.30.1405
STG (multi-model)Colmap=SA, Preproc. Time=25 mins, Train Time=2h 43mins, FPS=683, Storage=127.5, Frames=50x62026.0529.1492.320.1475
DeGaussColmap=D0, Preproc. Time=6 mins, Train Time=1h 27mins, FPS=95, Storage=117.5, Frames=3002026.0528.9691.30.14
Swift4DColmap=D0, Preproc. Time=18 mins, Train Time=19 mins, FPS=273, Storage=141.2, Frames=3002026.0528.7991.940.1357
STG (single-model)Colmap=SA, Preproc. Time=25 mins, Train Time=29 mins, FPS=532, Storage=54.0, Frames=3002026.0528.4791.920.1515
TaylorGColmap=SA, Preproc. Time=25 mins, Train Time=9 hours, FPS=125, Storage=205.7, Frames=3002026.0527.5994.720.1676