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Benchmarks
Concept Erasure on 10-concept erasure workload
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Data Preparation Time
SPEED
-371.6
2,136.7
4,645
7,153.3
Nov 17, 2025
Dec 25, 2025
Feb 2, 2026
Mar 12, 2026
Apr 20, 2026
May 28, 2026
Jul 6, 2026
Data Preparation Time
Fine-tuning Time
Runtime Processing Time
Total Time (s)
Image Generation Quality
Updated 18d ago
Evaluation Results
Method
Method
Links
Data Preparation Time
Fine-tuning Time
Runtime Processing Time
Total Time (s)
Image Generation Quality
SPEED
2025.11
0
0
6.14
6.14
-
SPM
Hardware=one NVIDIA A40
2026.07
0
72,850
-
72,867
1.7
SLD
Hardware=one NVIDIA A40
2026.07
0
0
-
14
1.4
CARE
Hardware=one NVIDIA A40
2026.07
1.2
0
-
22
0.7
GrOCE
2025.11
1.73
0
0
1.73
-
AdaVD
2025.11
3.59
0
0
3.59
-
AdaVD
Hardware=one NVIDIA A40
2026.07
4
0
-
22
1.8
MACE
2025.11
219.16
169.92
0
389.08
-
MACE
Hardware=one NVIDIA A40
2026.07
303
232
-
544
0.9
ConAbl
2025.11
7,582.24
946.77
0
8,529.01
-
ConAbl
Hardware=one NVIDIA A40
2026.07
9,290
1,120
-
10,419
0.9
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