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Robust Watermarking on COCO (test)

0.46BERNiMark
-0.42645.556811.5417.5232Jan 17, 2026

Evaluation results

MethodLinks
NiMarkHorizontal Perspective Angle=0°, Shooting Distance=30cm2026.010.4649.41
NiMarkHorizontal Perspective Angle=0°, Shooting Distance=40cm2026.010.5751.98
NiMarkHorizontal Perspective Angle=0°, Shooting Distance=50cm2026.010.5851.64
NiMarkHorizontal Perspective Angle=0°, Shooting Distance=60cm2026.010.5951.03
NiMarkHorizontal Perspective Angle=30°, Perspective Direction=Right, Shooting Distance=30cm2026.010.6848.16
NiMarkHorizontal Perspective Angle=30°, Perspective Direction=Left, Shooting Distance=30cm2026.010.9740.25
NiMarkHorizontal Perspective Angle=60°, Perspective Direction=Left, Shooting Distance=30cm2026.011.1353.82
NiMarkHorizontal Perspective Angle=60°, Perspective Direction=Right, Shooting Distance=30cm2026.011.2847.32
FJFMRHorizontal Perspective Angle=30°, Perspective Direction=Left, Shooting Distance=30cm2026.018.369.77
FJFMRHorizontal Perspective Angle=60°, Perspective Direction=Right, Shooting Distance=30cm2026.018.388.73
FJFMRHorizontal Perspective Angle=30°, Perspective Direction=Right, Shooting Distance=30cm2026.018.49.58
FJFMRHorizontal Perspective Angle=0°, Shooting Distance=40cm2026.018.429.27
FJFMRHorizontal Perspective Angle=0°, Shooting Distance=50cm2026.018.479.22
FJFMRHorizontal Perspective Angle=0°, Shooting Distance=30cm2026.018.589.68
FJFMRHorizontal Perspective Angle=0°, Shooting Distance=60cm2026.018.659.42
FJFMRHorizontal Perspective Angle=60°, Perspective Direction=Left, Shooting Distance=30cm2026.018.79.36
GRHFMRHorizontal Perspective Angle=0°, Shooting Distance=30cm2026.018.7214.77
GRHFMRHorizontal Perspective Angle=60°, Perspective Direction=Right, Shooting Distance=30cm2026.0112.2613.96
GRHFMRHorizontal Perspective Angle=0°, Shooting Distance=50cm2026.0112.5214.2
GRHFMRHorizontal Perspective Angle=30°, Perspective Direction=Left, Shooting Distance=30cm2026.0112.5814.25
GRHFMRHorizontal Perspective Angle=30°, Perspective Direction=Right, Shooting Distance=30cm2026.0112.5913.93
GRHFMRHorizontal Perspective Angle=0°, Shooting Distance=40cm2026.0112.8513.64
GRHFMRHorizontal Perspective Angle=0°, Shooting Distance=60cm2026.0112.8713.75
GRHFMRHorizontal Perspective Angle=60°, Perspective Direction=Left, Shooting Distance=30cm2026.0113.314.51
GPCETRHorizontal Perspective Angle=60°, Perspective Direction=Right, Shooting Distance=30cm2026.0114.6916.31
GPCETRHorizontal Perspective Angle=30°, Perspective Direction=Left, Shooting Distance=30cm2026.0114.9116.61
GPCETRHorizontal Perspective Angle=0°, Shooting Distance=30cm2026.0114.9416.31
GPCETRHorizontal Perspective Angle=30°, Perspective Direction=Right, Shooting Distance=30cm2026.0114.9817.7
GPCETRHorizontal Perspective Angle=0°, Shooting Distance=50cm2026.0115.1516.81
GPCETRHorizontal Perspective Angle=0°, Shooting Distance=60cm2026.0115.3215.62
GPCETRHorizontal Perspective Angle=0°, Shooting Distance=40cm2026.0115.3716.08
GPCETRHorizontal Perspective Angle=60°, Perspective Direction=Left, Shooting Distance=30cm2026.0116.0817.15
GPCETHorizontal Perspective Angle=60°, Perspective Direction=Right, Shooting Distance=30cm2026.0117.9620.5
EFMHorizontal Perspective Angle=30°, Perspective Direction=Left, Shooting Distance=30cm2026.0118.2320.95
GPCETHorizontal Perspective Angle=30°, Perspective Direction=Left, Shooting Distance=30cm2026.0118.2520.7
EFMHorizontal Perspective Angle=60°, Perspective Direction=Right, Shooting Distance=30cm2026.0118.5520.36
EFMHorizontal Perspective Angle=30°, Perspective Direction=Right, Shooting Distance=30cm2026.0118.6420.76
PCETHorizontal Perspective Angle=60°, Perspective Direction=Right, Shooting Distance=30cm2026.0118.9120.32
EFMHorizontal Perspective Angle=0°, Shooting Distance=40cm2026.0119.0119.97
GPCETHorizontal Perspective Angle=30°, Perspective Direction=Right, Shooting Distance=30cm2026.0119.0520.28
PCETHorizontal Perspective Angle=30°, Perspective Direction=Left, Shooting Distance=30cm2026.0119.1621.33
EFMHorizontal Perspective Angle=0°, Shooting Distance=30cm2026.0119.2420.4
GPCETHorizontal Perspective Angle=0°, Shooting Distance=30cm2026.0119.2620.69
GPCETHorizontal Perspective Angle=60°, Perspective Direction=Left, Shooting Distance=30cm2026.0119.3920.93
EFMHorizontal Perspective Angle=0°, Shooting Distance=50cm2026.0119.4420.6
GPCETHorizontal Perspective Angle=0°, Shooting Distance=40cm2026.0119.5721.09
EFMHorizontal Perspective Angle=0°, Shooting Distance=60cm2026.0119.6321.22
GPCETHorizontal Perspective Angle=0°, Shooting Distance=60cm2026.0119.6621.23
RHFMHorizontal Perspective Angle=60°, Perspective Direction=Right, Shooting Distance=30cm2026.0119.7423.16
GPCETHorizontal Perspective Angle=0°, Shooting Distance=50cm2026.0119.7720.42
PCETHorizontal Perspective Angle=30°, Perspective Direction=Right, Shooting Distance=30cm2026.0119.8221.38
BFMHorizontal Perspective Angle=30°, Perspective Direction=Left, Shooting Distance=30cm2026.0119.8221.85
BFMHorizontal Perspective Angle=60°, Perspective Direction=Right, Shooting Distance=30cm2026.0119.8523.45
EFMHorizontal Perspective Angle=60°, Perspective Direction=Left, Shooting Distance=30cm2026.0119.9120.67
PCETHorizontal Perspective Angle=0°, Shooting Distance=30cm2026.0120.0420.91
BFMHorizontal Perspective Angle=30°, Perspective Direction=Right, Shooting Distance=30cm2026.0120.1822.4
PCETHorizontal Perspective Angle=0°, Shooting Distance=40cm2026.0120.2521.07
RHFMHorizontal Perspective Angle=30°, Perspective Direction=Left, Shooting Distance=30cm2026.0120.3822.98
BFMHorizontal Perspective Angle=0°, Shooting Distance=50cm2026.0120.4223.54
PCETHorizontal Perspective Angle=60°, Perspective Direction=Left, Shooting Distance=30cm2026.0120.4422.03
BFMHorizontal Perspective Angle=0°, Shooting Distance=30cm2026.0120.5122.66
PCETHorizontal Perspective Angle=0°, Shooting Distance=60cm2026.0120.5221.86
PCETHorizontal Perspective Angle=0°, Shooting Distance=50cm2026.0120.5521.76
RHFMHorizontal Perspective Angle=30°, Perspective Direction=Right, Shooting Distance=30cm2026.0120.5623.29
BFMHorizontal Perspective Angle=0°, Shooting Distance=40cm2026.0120.723.53
RHFMHorizontal Perspective Angle=0°, Shooting Distance=50cm2026.0121.0424.08
RHFMHorizontal Perspective Angle=0°, Shooting Distance=30cm2026.0121.124.24
RHFMHorizontal Perspective Angle=0°, Shooting Distance=60cm2026.0121.1323.85
BFMHorizontal Perspective Angle=0°, Shooting Distance=60cm2026.0121.1622.6
RHFMHorizontal Perspective Angle=0°, Shooting Distance=40cm2026.0121.2322.86
FJFMHorizontal Perspective Angle=30°, Perspective Direction=Left, Shooting Distance=30cm2026.0121.3423.75
FJFMHorizontal Perspective Angle=60°, Perspective Direction=Right, Shooting Distance=30cm2026.0121.3724.02
FJFMHorizontal Perspective Angle=30°, Perspective Direction=Right, Shooting Distance=30cm2026.0121.8124.32
FJFMHorizontal Perspective Angle=0°, Shooting Distance=30cm2026.0121.8323.62
BFMHorizontal Perspective Angle=60°, Perspective Direction=Left, Shooting Distance=30cm2026.0121.922.85
FJFMHorizontal Perspective Angle=0°, Shooting Distance=50cm2026.0121.9223.63
FJFMHorizontal Perspective Angle=0°, Shooting Distance=60cm2026.0122.422.92
FJFMHorizontal Perspective Angle=0°, Shooting Distance=40cm2026.0122.5123.76
FJFMHorizontal Perspective Angle=60°, Perspective Direction=Left, Shooting Distance=30cm2026.0122.5523.45
RHFMHorizontal Perspective Angle=60°, Perspective Direction=Left, Shooting Distance=30cm2026.0122.6222.75