SOTA 4D Reconstruction benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
DyCheck (test)	WorldTree	mPSNR19.75	21	4mo ago
EndoMapper Sequence 3	Local-EndoGS	PSNR33.483	14	5mo ago
EndoMapper Sequence 2	Local-EndoGS	PSNR32.993	14	5mo ago
EndoMapper Sequence 1	Local-EndoGS	PSNR33.483	14	5mo ago
RSRD	ArtHOI	Chamfer Distance (mm)5.447	12	3mo ago
Waymo	V-DPM	EPE P0 (t=1)0.064	8	5mo ago
Kubric G	V-DPM	EPE P0 (t1)0.024	8	5mo ago
Kubric-F	V-DPM	EPE P0 (t1)0.019	8	5mo ago
PointOdyssey	V-DPM	EPE P0(t1)0.03	8	5mo ago
4D-Dress 1.0 (test)	Disco4D	Overall Score0.9	8	5mo ago
D-NeRF	4DGS (+Ours)	PSNR35.11	8	5mo ago
MultiCamVideo	World from Motion	PSNR27.43	7	23d ago
DyCheck	World from Motion	Mean PSNR19.89	7	23d ago
Consistent4D synthetic object videos (test)	Lift4D	LPIPS0.116	7	1mo ago
KITTI 11	Stream3Rβ-W	FPS32.93	7	4mo ago
D-FAUST S2: Unseen Individuals, Seen Motions (test)	RFNet-4D++	Chamfer Distance0.0001	7	5mo ago
D-FAUST S1 Seen Individuals Unseen Motions (test)	RFNet-4D++	Chamfer Distance (x10^-3)146.2	7	5mo ago
DAVIS (selected sequences)	Lift4D	CLIP71.5	6	1mo ago
Pexels (in-the-wild)	Lift4D	CLIP Score0.78	6	1mo ago
RELLIS-3D	DepthSplat	PSNR22.29	6	2mo ago
ORAD-3D	Ground4D	PSNR23.89	6	2mo ago
Real-MV-4D	Full-4D	PSNR15.5	5	2mo ago
Mobile-Stage	4C4D	PSNR22.36	5	3mo ago
HyperNeRF vrig	D-MiSo	PSNR22.47	5	5mo ago
SAIL-VOS 3D and DeformingThings4D++ (unseen categories (dog, gorilla, puma))	REDO	mIoU38.5	5	4mo ago

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