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Prototypicality Bias Evaluation on ProtoBias (Animals)
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0.667
Correct Ranking Margin
GPT-5
0.121
0.26275
0.4045
0.54625
Jan 8, 2026
Correct Ranking Margin
Incorrect Ranking Margin
Updated 1mo ago
Evaluation Results
Method
Method
Links
Correct Ranking Margin
Incorrect Ranking Margin
GPT-5
2026.01
0.667
0
GPT-4o
2026.01
0.618
0.417
PROTOSCORE
2026.01
0.361
0.062
PickScore
2026.01
0.211
0.155
CLIPScore
2026.01
0.187
0.252
VQAScore
2026.01
0.142
0.152
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