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Benchmarks
Object Erasure on FLUX Object Erasure (evaluation set)
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39
Erased Accuracy (Cassette Player)
Original
-1.56
8.97
19.5
30.03
Apr 11, 2026
Erased Accuracy (Cassette Player)
Erased Accuracy (Chain Saw)
Erased Accuracy (Church)
Erased Accuracy (Gas Pump)
Erased Accuracy (Tench)
Erased Accuracy (Garbage Truck)
Erased Accuracy (English Springer)
Erased Accuracy (Golf Ball)
Erased Accuracy (Parachute)
Erased Accuracy (French Horn)
Mean Erased Accuracy
Preservation Score (Cassette Player)
Preservation Score (Chain Saw)
Preservation Score (Church)
Preservation Score (Gas Pump)
Preservation Score (Tench)
Preservation Score (Garbage Truck)
Preservation Score (English Springer)
Preservation Score (Golf Ball)
Preservation Score (Parachute)
Preservation Score (French Horn)
Mean Preservation Score
Updated 5d ago
Evaluation Results
Method
Method
Links
Erased Accuracy (Cassette Player)
Erased Accuracy (Chain Saw)
Erased Accuracy (Church)
Erased Accuracy (Gas Pump)
Erased Accuracy (Tench)
Erased Accuracy (Garbage Truck)
Erased Accuracy (English Springer)
Erased Accuracy (Golf Ball)
Erased Accuracy (Parachute)
Erased Accuracy (French Horn)
Mean Erased Accuracy
Preservation Score (Cassette Player)
Preservation Score (Chain Saw)
Preservation Score (Church)
Preservation Score (Gas Pump)
Preservation Score (Tench)
Preservation Score (Garbage Truck)
Preservation Score (English Springer)
Preservation Score (Golf Ball)
Preservation Score (Parachute)
Preservation Score (French Horn)
Mean Preservation Score
Original
Model=FLUX
2026.04
39
100
99
100
89
98
82
100
99
100
90.6
96.3
89.6
89.7
89.6
90.8
89.8
91.6
89.6
89.7
89.6
90.6
UCE
Model=FLUX
2026.04
0
0
63
73
6
21
0
76
0
0
23.9
2
2.7
2.1
2
1.5
2.2
2.3
2.3
1.9
3
2.2
DP
Model=FLUX
2026.04
0
0
12
0
0
0
0
1
0
0
1
0.5
0.9
0.3
1.4
-0.1
0.4
1.2
-0.1
1
0.3
0.6
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