ResearchBenchmarks3D Object Classification on S-OBJ_ONLY (target)3D Object Classification on S-OBJ_ONLY (target)Follow58.25AccuracyReFine3D21.475631.022840.5750.1172Jun 16, 2026Evaluation resultsMethodMethodLinksAccuracyStandard Deviation (Acc)ReFine3DPre-trained Model=ULIP-2Pre-trained Model=ULIP-22026.0658.250.59PointPRCPre-trained Model=ULIP-2Pre-trained Model=ULIP-22026.0656.270.97ReFine3DPre-trained Model=ULIPPre-trained Model=ULIP2026.0650.050.98ULIP-22026.0648.531.72PointPRCPre-trained Model=ULIPPre-trained Model=ULIP2026.0646.331.54ULIP2026.0643.531.32P-CLIP22026.0625.631.16P-CLIP2026.0622.892.32