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Benchmarks
Image Fusion on Image Fusion efficiency evaluation 256x256 (Efficiency Metrics)
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0.0078
Model Size (MB)
LUT-Fuse
-31.127888
179.038006
389.2039
599.369794
May 7, 2026
Model Size (MB)
GFLOPs
Inference Time (ms)
Updated 26d ago
Evaluation Results
Method
Method
Links
Model Size (MB)
GFLOPs
Inference Time (ms)
LUT-Fuse
Type=General
2026.05
0.0078
-
2.47
SAGE
Type=Semantic-aware
2026.05
0.14
4.34
1.6
SHIP
Type=General
2026.05
0.55
35.16
33.23
GIFNet
Type=General
2026.05
0.61
39.81
13.06
U2Fusion
Type=General
2026.05
0.66
86.44
85.51
EMMA
Type=General
2026.05
1.52
8.86
17.04
DCEvo
Type=General
2026.05
2.02
131.36
40.1
Text-IF
Type=Text-guided
2026.05
215.12
338.99
45.52
DDFM
Type=General
2026.05
552.81
1,840.49
7,768.12
DPOFusion
Type=Preference-aligned
2026.05
778.4
2,063.28
1,709.86
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