ResearchBenchmarksMaterial Consistency on Material renderings Geometry variationsMaterial Consistency on Material renderings Geometry variationsFollow30.5Hamming DistanceΦeat29.58435.76741.9548.133Nov 14, 2025Evaluation resultsMethodMethodLinksHamming DistanceΦeatprotocol=k-NN predictionprotocol=k-NN prediction2025.1130.5DINOv3protocol=k-NN predictionprotocol=k-NN prediction2025.1136.5DINOv2protocol=k-NN predictionprotocol=k-NN prediction2025.1143.5CLIPprotocol=k-NN predictionprotocol=k-NN prediction2025.1153.4