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Radar Novel View Synthesis on RadarSim Dataset (Temporal Split)

0.821SSIMRadarSim
0.6650.70550.7460.7865May 25, 2026

Evaluation results

MethodLinks
RadarSim2026.050.82129.08
RadarSim (w/o Sampling)ablation=remove radar ray sampler2026.050.80528.82
RadarSim (w/o Bases)ablation=remove reflectance model2026.050.80228.78
DARTpose optimization=true2026.050.79928.47
RadarSim (Fully-shared geometry)geometry=fully-shared for RGB and radar2026.050.79828.53
DARTpose optimization=false2026.050.78428
Radarfields2026.050.77127.8
RadarSim (RGB-only geometry)geometry=fixed to pre-trained RGB model2026.050.77128.36
Lidar occupancycategory=DART baseline2026.050.73328.3
Nearest Neighborcategory=DART baseline2026.050.72525.36
CFAR pointscategory=DART baseline2026.050.67124.45