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Text-to-LiDAR generation on T2SemanticKITTI

22.14FSVDT2LDM++
20.100433.867747.63561.4023Jun 29, 2026

Evaluation results

MethodLinks
T2LDM++GS=10000, RS=23021, Zero-shot=true2026.0622.1426.210.33.8225.78
T2LDM++GS=10000, RS=230212026.0627.5930.580.313.8721.45
T2LDMGS=10000, RS=230212026.0629.4232.570.344.0419.95
R2DMGS=10000, RS=230212026.0665.8863.150.395.0511.53
Text2LiDARGS=10000, RS=230212026.0673.1368.490.415.2313.66