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ResearchFormerly WizWand

High Dynamic Range Neural View Synthesis on iHDR-4S

27.74PSNRLCD-GS
11.973616.066820.1624.2532Nov 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
LCD-GSSupervision=HDR, Training Time (min)=26, Training Memory (MB)=4879, Inference speed (fps)=2142025.1127.740.7490.295
3DGS-D5Supervision=HDR, Training Time (min)=28, Training Memory (MB)=4774, Inference speed (fps)=1412025.1126.820.7420.317
3DGS-D4Supervision=HDR, Training Time (min)=26, Training Memory (MB)=4726, Inference speed (fps)=1382025.1126.690.7410.317
3DGSSupervision=HDR, Training Time (min)=27, Training Memory (MB)=4008, Inference speed (fps)=1552025.1123.390.6990.502
Mono-HDR-GSSupervision=HDR+LDR, Training Time (min)=156, Training Memory (MB)=16127, Inference speed (fps)=612025.1116.630.6680.337
Mono-HDR-NeRFSupervision=HDR+LDR, Training Time (min)=570, Training Memory (MB)=19165, Inference speed (fps)=0.022025.1114.490.4930.842
NeRFSupervision=HDR, Training Time (min)=2147, Training Memory (MB)=14160, Inference speed (fps)=0.022025.1112.580.3720.793