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Benchmarks
Vision-Language Explainability on Diabetic Retinopathy Fundus Images 3,000 samples
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98.2
Fidelity (CFS)
HSQ-VLM
83.12
87.035
90.95
94.865
Jun 11, 2026
Fidelity (CFS)
Hallucination Rate
Semantic Alignment
Updated 1mo ago
Evaluation Results
Method
Method
Links
Fidelity (CFS)
Hallucination Rate
Semantic Alignment
HSQ-VLM
Backbone=Pyramid Visio...
2026.06
98.2
1.4
97.9
Med-LLaVA
2026.06
83.7
15.2
81.6
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