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Benchmarks
Artifact Detection on Proposed & DeSRA Combined
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2
Rank
Ours
1.672
3.886
6.1
8.314
Oct 19, 2025
Rank
Avg. PR-AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
Rank
Avg. PR-AUC
Ours
threshold=0.15
2025.10
2
-
Ours
threshold=0.3
2025.10
2
-
DeSRA
threshold=0.3
2025.10
2.3
-
SSIM
threshold=0.55
2025.10
3.7
-
DISTS
threshold=0.25
2025.10
4.2
-
LDL
threshold=0.005
2025.10
4.7
-
LPIPS
threshold=0.25
2025.10
5.2
-
ssm_jup
threshold=0.2
2025.10
6.8
-
bd_jup
threshold=0.1
2025.10
7.2
-
ERQA
threshold=0.55
2025.10
9.8
-
TOPIQ
threshold=0.5, no_refe...
2025.10
10
-
PaQ-2-PiQ
threshold=65, no_refer...
2025.10
10.2
-
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