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ResearchFormerly WizWand

Medical Image Classification on Glaucoma (test)

69.63Balanced AccuracySiP
49.110854.437959.76565.0921Jun 22, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SiPBackbone=NVILA-8B2025.0669.6368.96
SiP (w/ bagging)Backbone=NVILA-8B2025.0669.1368.38
SiP (w/ embedding)Backbone=NVILA-8B2025.0668.0567
SiP (w/ embedding)Backbone=Qwen-VL-7B2025.0666.4466.34
SiPBackbone=Qwen-VL-7B2025.0665.8765.45
SiP (w/ bagging)Backbone=Qwen-VL-7B2025.0665.4165.02
SiP (w/ bagging)Backbone=Phi-3-4B2025.0665.1765.05
SiPBackbone=Phi-3-4B2025.0665.0764.94
Single (Cluster)Backbone=Phi-3-4B2025.0664.5264.3
Single (Spatial)Backbone=Phi-3-4B2025.0664.4664.57
Single (Spatial)Backbone=Qwen-VL-7B2025.0664.4363.8
Single (Rand)Backbone=Qwen-VL-7B2025.0664.4264.17
Single (Coverage)Backbone=Phi-3-4B2025.0664.3563.04
Single (Bagging)Backbone=Qwen-VL-7B2025.0664.1564.01
Single (Cluster)Backbone=NVILA-8B2025.0663.5263.47
SiP (w/ embedding)Backbone=Phi-3-4B2025.0663.1463.05
Single (Spatial)Backbone=NVILA-8B2025.0662.9162.81
Single (Coverage)Backbone=Qwen-VL-7B2025.0662.6662.47
Single (Bagging)Backbone=NVILA-8B2025.0662.0161.94
Single (Rand)Backbone=NVILA-8B2025.0660.1960.06
Single (All)Backbone=NVILA-8B2025.0658.9852.09
Single (Bagging)Backbone=Phi-3-4B2025.0656.7247.46
Single (Cluster)Backbone=Qwen-VL-7B2025.0654.0348.03
Single (All)Backbone=Phi-3-4B2025.0652.6639.27
Single (Rand)Backbone=Phi-3-4B2025.0651.5637.63
Single (All)Backbone=Qwen-VL-7B2025.065032.86
Single (Coverage)Backbone=NVILA-8B2025.0649.936.03