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Dynamic Scene Reconstruction

Benchmarks

Dataset Name	SOTA Method	Metric
Actors-HQ (Actor 3, Sequence 1)	HumanRF	LPIPS0.12	59	3d ago
N3DV (test)	ReCon-GS	PSNR32.66	32	3d ago
N3DV coffee martini (test)	HexPlane	PSNR31.7	18	3d ago
Neural 3D Video 19 (full)	FreeTimeGS	PSNR33.19	17	3d ago
Meet Room dataset (test)	3DG-S	PSNR (dB)31.31	15	3d ago
Meet Room (test)	HPC w/o NNC	PSNR32.62	14	3d ago
Bonn	Flow3r	RPE Translation0.094	10	3d ago
NVIDIA-LS (test)	WorldTree	PSNR24.06	10	3d ago
Soccer Multi-Player (S-MP) (Synthetic)	Time-Archival Camera Virtualization	PSNR31.85	9	3d ago
Soccer Penalty-Kick (S-PK) Synthetic	Time-Archival Camera Virtualization	PSNR33.81	9	3d ago
Dance-Walking-Standing (DWS) (Synthetic)	Time-Archival Camera Virtualization	PSNR34.28	9	3d ago
D-NeRF (test)	SC-GS	Hook PSNR39.87	9	3d ago
Neural 3D Video Dataset	SaRO-GS	PSNR33.06	8	3d ago
D-NeRF Synthetic Jumping Jacks 800x800 resolution (test)	Deformable 3D Gaussians	PSNR37.72	6	3d ago
D-NeRF Synthetic Stand Up 800x800 resolution (test)	Deformable 3D Gaussians	PSNR44.62	6	3d ago
D-NeRF Synthetic T-Rex 800x800 resolution (test)	Deformable 3D Gaussians	PSNR38.1	6	3d ago
D-NeRF Synthetic Lego 800x800 resolution (val)	Deformable 3D Gaussians	PSNR33.07	6	3d ago
D-NeRF Synthetic Bouncing Balls 800x800 resolution (test)	Deformable 3D Gaussians	PSNR41.01	6	3d ago
D-NeRF Synthetic - Hook 800x800 resolution (test)	Deformable 3D Gaussians	PSNR37.42	6	3d ago
D-NeRF Synthetic Mutant 800x800 resolution (test)	Deformable 3D Gaussians	PSNR42.63	6	3d ago
D-NeRF Synthetic Hell Warrior 800x800 resolution (test)	Deformable 3D Gaussians	PSNR41.54	6	3d ago
Dynamic Scene Reconstruction (200 frames)	INGP	PSNR38.86	6	3d ago
Dynamic Scene Reconstruction (50 frames)	INGP	PSNR38.75	6	3d ago
Sintel	Flow3r	RPE Translation0.058	5	3d ago
EPIC-KITCHENS	Flow3r	RPE (Translation)0.037	5	3d ago

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