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Results Gallery

PBR material extraction methods vs. NeuMatEx on test objects.
Relit under four held-out HDR probes (path traced, 128 spp).

Drag on any video to compare albedo (left) with relighting (right).

TRELLIS.2PBR
LSRM++PBR
NVDiffRecMC++PBR
NeuMatExNeural, ours
GT MaterialNeural