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Benchmarks
AIGC Detection on AIGCDetect (test)
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95.2
Accuracy (JPEG QF=95)
PiND
55.056
65.478
75.9
86.322
Nov 20, 2025
Accuracy (JPEG QF=95)
Accuracy (JPEG QF=75)
Accuracy (JPEG QF=60)
Accuracy (Blur σ=0.5)
Accuracy (Blur σ=1.5)
Accuracy (Blur σ=2.5)
Updated 6d ago
Evaluation Results
Method
Method
Links
Accuracy (JPEG QF=95)
Accuracy (JPEG QF=75)
Accuracy (JPEG QF=60)
Accuracy (Blur σ=0.5)
Accuracy (Blur σ=1.5)
Accuracy (Blur σ=2.5)
PiND
2025.11
95.2
90.8
88.7
96.8
94.1
91.4
Effort
2025.11
81.8
78.7
74.6
91.3
87.8
87.1
DDA
2025.11
80.7
80.6
79.5
80.6
80
80.3
UnivFD
2025.11
73.9
69.6
67.9
78.2
66.8
64.7
VIB-Net
2025.11
70.8
67.9
63
78
68.7
68.7
DFFreq
2025.11
64.1
63
62.1
90.1
85.7
81.8
NPR
2025.11
56.7
59
58.6
72.7
72
72.5
AIDE
2025.11
56.6
58.4
57.3
67.3
65.6
67.4
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