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Benchmarks
Personalized Image Generation on Short Videos
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34.22
Consistency
Oracle
31.3912
32.1256
32.86
33.5944
Jun 23, 2026
Consistency
Novelty
Aesthetic
Relevance
Updated 1mo ago
Evaluation Results
Method
Method
Links
Consistency
Novelty
Aesthetic
Relevance
Oracle
Output=Image
2026.06
34.22
67.85
81.55
53.96
NaviGen
Output=Image
2026.06
33.9
66.86
82.72
41.8
PMG
Output=Image
2026.06
33.16
57.25
73.76
32.49
Cipher
Output=Image
2026.06
32.65
59.36
73.11
39.63
NPC
Output=Image
2026.06
32.34
58.25
74.48
28.66
Prose
Output=Image
2026.06
32.02
59.36
74.75
30.34
RAGAR
Output=Image
2026.06
31.95
57.13
74.1
33.3
TRIPLE
Output=Image
2026.06
31.64
56.54
72.36
39.63
PIGEON
Output=Image
2026.06
31.5
55.1
72.91
35.71
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