ResearchBenchmarksInverse Graphics on Edit3D 13 object-centric scenesFollow12.65PSNRSEIG11.474811.779912.08512.3901Jun 1, 2026Evaluation ResultsMethodMethodLinksPSNRSSIMLPIPSDreamSimDINOCLIPSEIGvariant=Oursvariant=Ours2026.0612.650.67370.38230.34330.62930.8446VIGAvariant=fullvariant=full2026.0612.480.67430.44660.44410.48320.7883VIGAvariant=VLM-onlyvariant=VLM-only2026.0611.520.67760.39310.38470.56060.8366