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Single-image 3D scene generation on DL3DV-10K (test)

16.5PSNRPixWorld
12.537613.566314.59515.6237Jul 6, 2026

Evaluation results

MethodLinks
PixWorldInput Setting=1-view, Temporal Mode=Averaged over First Frame and Bidirectional2026.0716.552.70.44995.295.663.156.779.370.648.5
Gen3RInput Setting=1-view, Temporal Mode=Averaged over First Frame and Bidirectional2026.0715.7550.30.49594.494.254.75359.339.811.7
Gen3CInput Setting=1-view, Temporal Mode=Averaged over First Frame and Bidirectional2026.0715.5851.40.47992.793.353.249.655.237.712.8
FlashWorldInput Setting=1-view, Temporal Mode=Averaged over First Frame and Bidirectional2026.0715.4247.30.46194.29561.955.876.967.442
LVSMInput Setting=1-view, Temporal Mode=Averaged over First Frame and Bidirectional2026.0714.9143.30.5393.193.349.446.655.237.213.4
GFInput Setting=1-view, Temporal Mode=Averaged over First Frame and Bidirectional2026.0712.6935.60.59189.89147.443.549.133.811.3