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ResearchFormerly WizWand

Classification on OCTMNIST (Accuracy)

80.37AccuracyEvi-Steer
27.985241.585155.18568.7849May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Evi-SteerShots=16, Backbone=BiomedCLIP2026.0580.37
GDAShots=16, Backbone=BiomedCLIP2026.0575.43
TIP-Adapter-FShots=16, Backbone=BiomedCLIP2026.0572.5
Evi-SteerShots=8, Backbone=BiomedCLIP2026.0572.4
Evi-SteerShots=4, Backbone=BiomedCLIP2026.0572.33
LP++Shots=16, Backbone=BiomedCLIP2026.0568.35
BiomedCoOpShots=16, Backbone=BiomedCLIP2026.0566.93
GDAShots=8, Backbone=BiomedCLIP2026.0566.57
CoOpShots=16, Backbone=BiomedCLIP2026.0565.47
TIP-Adapter-FShots=8, Backbone=BiomedCLIP2026.0565
LP++Shots=8, Backbone=BiomedCLIP2026.0563.69
CoOpShots=8, Backbone=BiomedCLIP2026.0563.67
ProGradShots=16, Backbone=BiomedCLIP2026.0563.33
KgCoOpShots=16, Backbone=BiomedCLIP2026.0562.8
ProGradShots=8, Backbone=BiomedCLIP2026.0562.17
CLIP-LoRAShots=16, Backbone=BiomedCLIP2026.0561.5
CLIP-LoRAShots=8, Backbone=BiomedCLIP2026.0561.33
KgCoOpShots=8, Backbone=BiomedCLIP2026.0561.03
CoCoOpShots=16, Backbone=BiomedCLIP2026.0560.67
LP++Shots=4, Backbone=BiomedCLIP2026.0559.02
BiomedCoOpShots=8, Backbone=BiomedCLIP2026.0558.87
GDAShots=4, Backbone=BiomedCLIP2026.0557.42
CoCoOpShots=8, Backbone=BiomedCLIP2026.0555.4
TIP-Adapter-FShots=4, Backbone=BiomedCLIP2026.0555.2
ProGradShots=4, Backbone=BiomedCLIP2026.0555.07
BiomedCoOpShots=4, Backbone=BiomedCLIP2026.0554.73
CoOpShots=4, Backbone=BiomedCLIP2026.0553.37
KgCoOpShots=4, Backbone=BiomedCLIP2026.0552.97
CLIP-AdapterShots=16, Backbone=BiomedCLIP2026.0552.73
CLIP-LoRAShots=4, Backbone=BiomedCLIP2026.0552.1
CLIP-AdapterShots=4, Backbone=BiomedCLIP2026.0549.96
CLIP-AdapterShots=8, Backbone=BiomedCLIP2026.0549.5
CoCoOpShots=4, Backbone=BiomedCLIP2026.0548.57
BiomedCLIPShots=0, Backbone=BiomedCLIP2026.0530