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Binary safety hallucination detection on EndoVis18-VQA Out-of-template (val)

98Accuracy

QA-SNNE (Ent)

Updated 3mo ago

Evaluation Results

Method	Links
QA-SNNE (Ent) 2025.11		98
QA-SNNE 2025.11		98
QA-SNNE (CrossE) 2025.11		97
QA-SNNE (CrossE) 2025.11		97
QA-SNNE 2025.11		97
QA-SNNE 2025.11		97
QA-SNNE (Ent) 2025.11		96
QA-SNNE 2025.11		96
QA-SNNE (Ent) 2025.11		93
QA-SNNE (CrossE) 2025.11		93
QA-SNNE 2025.11		93
QA-SNNE 2025.11		93
QA-SNNE (Emb) 2025.11		87
QA-SNNE (Emb) 2025.11		87
QA-SNNE 2025.11		87
QA-SNNE 2025.11		87
VL-U 2025.11		85
QA-SNNE (CrossE) 2025.11		85
VL-U 2025.11		85
QA-SNNE 2025.11		85
QA-SNNE (Emb) 2025.11		84
QA-SNNE (Ent) 2025.11		84
QA-SNNE 2025.11		84
QA-SNNE 2025.11		84
VL-U 2025.11		83
VL-U 2025.11		83
QA-SNNE (Emb) 2025.11		77
QA-SNNE 2025.11		77
VL-U 2025.11		76
VL-U 2025.11		76
SNNE 2025.11		74
SNNE 2025.11		74
SNNE 2025.11		73
SNNE 2025.11		73
QA-SNNE (Emb) 2025.11		68
QA-SNNE 2025.11		68
QA-SNNE (CrossE) 2025.11		67
QA-SNNE 2025.11		67
QA-SNNE (Ent) 2025.11		64
VL-U 2025.11		64
QA-SNNE 2025.11		64
VL-U 2025.11		64
SNNE 2025.11		35
VL-U 2025.11		35
SNNE 2025.11		35
VL-U 2025.11		35
SNNE 2025.11		31
SNNE 2025.11		31
SNNE 2025.11		17
SNNE 2025.11		17