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Classification on PHOEBI 6-class LCO In-distribution (val)

100F1 Score

DINOv2 e2e via PHOEBI pipeline

Updated 1mo ago

Evaluation Results

Method	Links
DINOv2 e2e via PHOEBI pipeline 2026.06		100
Image-level e2e (Tab. 3, range) 2026.06		97
Attention MIL on frozen DINOV2 2026.06		90.6
CHANNELGROUP (UFG channel-grouped) 2026.06		68.9
SIMPLEXUNMIX (init only) 2026.06		61.4
PROTOMATCH (init only ≡ closed-form) 2026.06		59.9
PROTOMATCH (proto match) 2026.06		59
SIMPLEXUNMIX (simplex unmix) 2026.06		57.9
CHANNELGROUP (init only) 2026.06		57.2