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Ghost Detection on Ghost-FWL

75.1RecallOurs
37.6647.3857.166.82Mar 30, 2026

Evaluation results

MethodLinks
OursModel Type=Transformer-based, Pretraining=FWL-MAE2026.0375.1
MARMOTModel Type=Transformer-based, Pretraining=MARMOT2026.0374.6
Ours w/o FWL-MAEModel Type=Transformer-based, Pretraining=None (Random weight initialization)2026.0370.4
Lindell et al.Model Type=3D convolution-based depth estimation2026.0364.1
3D U-NetModel Type=3D convolution-based2026.0339.1