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Image Captioning on COCO (GPT-4 Consistency vs Perturbations)
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78.6
GPT-4 Consistency (Clean)
LLaVA-1.5
69.864
72.132
74.4
76.668
Mar 30, 2026
GPT-4 Consistency (Clean)
GPT-4 Consistency (NaturalLightAttack)
GPT-4 Consistency (ShadowAttack)
GPT-4 Consistency (ITA)
GPT-4 Consistency (Ours)
Updated 18d ago
Evaluation Results
Method
Method
Links
GPT-4 Consistency (Clean)
GPT-4 Consistency (NaturalLightAttack)
GPT-4 Consistency (ShadowAttack)
GPT-4 Consistency (ITA)
GPT-4 Consistency (Ours)
LLaVA-1.5
Image Encoder=OpenAI C...
2026.03
78.6
77
74.6
63.73
46.4
InstructBLIP(FlanT5XL)
Image Encoder=EVA-CLIP...
2026.03
76.5
72.07
69.77
63.2
40.9
BLIP-2(FlanT5XL ViT-L)
Image Encoder=EVA-CLIP...
2026.03
75.1
70.77
68.57
60.93
21.9
BLIP-2(FlanT5XL)
Image Encoder=EVA-CLIP...
2026.03
74.96
71.27
68.8
62.01
59
LLaVA-1.6
Image Encoder=OpenAI C...
2026.03
72.1
71.7
71.17
61.6
44.2
OpenFlamingo
Image Encoder=EVA-CLIP...
2026.03
70.2
69.53
67.8
53.93
11.6
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