Inverse Rendering

Benchmarks

Dataset Name	SOTA Method	Metric
Constructed reflective dataset 1.0 (test)	Ref-MC2	PSNR28.4	8	1mo ago
Dup synthetic (test)	SfD	Albedo (PSNR)21.961	8	1mo ago
Interiorverse synthetic indoor scenes	SGS-Intrinsic	Roughness MSE16.1	7	19d ago
StanfordORB	NeuralPBIR	PSNR (High Freq)26.01	5	11d ago
SyntheticScenes video dataset (test)	DiffusionRenderer	Albedo PSNR26	5	1mo ago
Synthetic Teapot (test)	NeISF	Normal MAE2.541	5	1mo ago
Synthetic Bunny (test)	NeISF	Normal MAE1.727	5	1mo ago
Synthetic Data Bedroom, Shelf, Counter scenes (val)	WildLight	View Reconstruction MSE (Bedroom)0.006	4	5d ago
ObjectsWithLighting	LSRM	PSNR24.88	4	11d ago
DigitalTwinCatalogue	LSRM	PSNR-H29.67	4	11d ago
Synthetic Scenes	IIF	PSNR20.72	4	1mo ago
Envlight Synthetic Scene	Locally Orderless Images (Ours)	PSNR36.17	4	1mo ago
Sort Synthetic Scene	Locally Orderless Images (Ours)	PSNR25.23	4	1mo ago
Caustics and Lights Synthetic Scene	Locally Orderless Images (Ours)	PSNR32.58	4	1mo ago
Shadow Mini (Synthetic Scene)	Locally Orderless Images (Ours)	PSNR54.73	4	1mo ago
Shadow Synthetic Scene	Locally Orderless Images (Ours)	PSNR54.33	4	1mo ago
Real-world multi-object dataset 1.0 (test)	InvRender	PSNR20.665	4	1mo ago
G-buffer Intrinsics	RenderFlow	Albedo PSNR26.93	3	1mo ago

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