ResearchBenchmarks3D Object Classification on Omni3D (target)Follow22.89AccuracyReFine3D-0.41645.634311.68517.7357Jun 16, 2026Evaluation ResultsMethodMethodLinksAccuracyStandard DeviationReFine3DPre-trained Model=ULIP-2Pre-trained Model=ULIP-22026.0622.890.61PointPRCPre-trained Model=ULIP-2Pre-trained Model=ULIP-22026.0621.80.49ULIP-22026.0617.270.54ReFine3DPre-trained Model=ULIPPre-trained Model=ULIP2026.0612.472.5P-CLIP22026.068.632.52PointPRCPre-trained Model=ULIPPre-trained Model=ULIP2026.068.20.5ULIP2026.066.370.9P-CLIP2026.060.480.17