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Multi-object Image Generation on ImageNet 1K
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29.03
CLIP Joint Score
Divide-and-Denoise
25.4316
26.3658
27.3
28.2342
Jun 8, 2026
CLIP Joint Score
CLIP Minimum Score
Reward Joint Score
Reward Minimum Score
VQA Joint Accuracy
VQA Minimum Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
CLIP Joint Score
CLIP Minimum Score
Reward Joint Score
Reward Minimum Score
VQA Joint Accuracy
VQA Minimum Accuracy
Divide-and-Denoise
Backbone=DiT, Number o...
2026.06
29.03
22.01
0.28
-0.46
86.8
80.8
MultiDiffusion
Backbone=DiT, Number o...
2026.06
28.56
21.73
0.23
-0.46
86
80.4
Composable Diffusion
Backbone=DiT, Number o...
2026.06
26.67
20.43
-0.69
-1.11
70
63.4
Averaging
Backbone=DiT, Number o...
2026.06
25.57
19.58
-1
-1.35
64.4
57.7
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