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Benchmarks
Concept Erasure on Stable Diffusion 1.5
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60
Cassette Player Success Rate
Original
-2.4
13.8
30
46.2
Apr 11, 2026
Cassette Player Success Rate
Chain Saw Success Rate
English Springer Success Rate
Parachute Success Rate
French Horn Success Rate
Golf Ball Success Rate
Garbage Truck Success Rate
Tench Success Rate
Gas Pump Success Rate
Church Success Rate
Mean Success Rate
Updated 5d ago
Evaluation Results
Method
Method
Links
Cassette Player Success Rate
Chain Saw Success Rate
English Springer Success Rate
Parachute Success Rate
French Horn Success Rate
Golf Ball Success Rate
Garbage Truck Success Rate
Tench Success Rate
Gas Pump Success Rate
Church Success Rate
Mean Success Rate
Original
Backbone=SD 1.5
2026.04
60
76
95
93
99
100
93
80
76
88
86
UCE
Backbone=SD 1.5
2026.04
41
0
0
0
0
61
0
0
3
0
10.5
AGE
Backbone=SD 1.5
2026.04
33
2
0
2
3
2
11
8
1.3
13
7.5
ESD
Backbone=SD 1.5
2026.04
12
1
1
5
2
17
1
0
10
25
7.4
CP
Backbone=SD 1.5
2026.04
4
0
0
5
0
12
0
0
2
0
2.3
DP
Backbone=SD 1.5
2026.04
0
0
0
0
1
0
0
0
4
2
0.7
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