ResearchBenchmarksMaterial Consistency on Material renderings Illumination variationsMaterial Consistency on Material renderings Illumination variationsFollow0.221Hamming DistanceΦeat0.213720.262860.3120.36114Nov 14, 2025Evaluation resultsMethodMethodLinksHamming DistanceΦeatprotocol=k-NN predictionprotocol=k-NN prediction2025.110.221DINOv3protocol=k-NN predictionprotocol=k-NN prediction2025.110.24DINOv2protocol=k-NN predictionprotocol=k-NN prediction2025.110.284CLIPprotocol=k-NN predictionprotocol=k-NN prediction2025.110.403