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Benchmarks
Binary safety hallucination detection on PitVQA Open-ended (External val)
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91
SNNE
Llama3.2
14.04
34.02
54
73.98
Nov 3, 2025
SNNE
VL-U
QA-SNNE (Emb)
QA-SNNE (Ent)
QA-SNNE (CrossE)
Updated 3mo ago
Evaluation Results
Method
Method
Links
SNNE
VL-U
QA-SNNE (Emb)
QA-SNNE (Ent)
QA-SNNE (CrossE)
Llama3.2
Evaluation Protocol=Ze...
2025.11
91
73
92
74
79
MedGemma3.0
Evaluation Protocol=Ze...
2025.11
48
73
77
74
74
Qwen2.5
Evaluation Protocol=Ze...
2025.11
44
54
31
30
29
PitVQA
Evaluation Protocol=Ze...
2025.11
27
93
28
96
96
SurgicalGPT
Evaluation Protocol=Ze...
2025.11
17
64
66
83
83
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