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Content Moderation on Hateful Memes seen (test)
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89.2
AUC-ROC
PALI-X-VPD (specialist w/ CoT)
69.336
74.493
79.65
84.807
Dec 5, 2023
AUC-ROC
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC-ROC
Accuracy
PALI-X-VPD (specialist w/ CoT)
Setting=Supervised, Pr...
2023.12
89.2
80.8
PALI-X-VPD (label-only FT)
Setting=Supervised, Pr...
2023.12
88
77.6
Previous SOTA
Setting=Supervised
2023.12
86.7
78.8
Flamingo
Setting=Supervised, Mo...
2023.12
86.6
-
Human
Setting=Human Performance
2023.12
82.7
84.7
VisualBERT
Setting=Supervised
2023.12
75.4
69.5
Generated Programs
Setting=Unsupervised /...
2023.12
70.1
69.7
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