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Benchmarks
Counterfactual Generation on StableDiffusion 3 Evaluation Set
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24.875
LogitTgt
Gradient Ascent
4.072088
9.472844
14.8736
20.274356
Sep 30, 2025
LogitTgt
CLIP Score
LPIPS
CLIP-Isrc
Updated 1mo ago
Evaluation Results
Method
Method
Links
LogitTgt
CLIP Score
LPIPS
CLIP-Isrc
Gradient Ascent
Backbone=StableDiffusi...
2025.09
24.875
19.08
0.2246
82.03
Trajectory Optimization Control
Backbone=StableDiffusi...
2025.09
24.572
20.44
0.2743
70.4
Inversion+FreeDoM
Backbone=StableDiffusi...
2025.09
23.085
19.84
0.4017
62.41
Inversion+DPS
Backbone=StableDiffusi...
2025.09
21.628
18.74
0.3852
64.98
Inversion+TFG
Backbone=StableDiffusi...
2025.09
21.538
18.72
0.3846
65.06
None
Backbone=StableDiffusi...
2025.09
4.8722
14.52
0
100
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