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ResearchFormerly WizWand

Classification on LC25000

93.55AccuracyGDA
48.289260.039671.7983.5404May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GDAShots=16, Backbone=BiomedCLIP2026.0593.55
BiomedCoOpShots=16, Backbone=BiomedCLIP2026.0592.68
LP++Shots=16, Backbone=BiomedCLIP2026.0592.58
TIP-Adapter-FShots=16, Backbone=BiomedCLIP2026.0592.35
CoOpShots=16, Backbone=BiomedCLIP2026.0592.19
Evi-SteerShots=16, Backbone=BiomedCLIP2026.0592.05
ProGradShots=16, Backbone=BiomedCLIP2026.0590.7
Evi-SteerShots=8, Backbone=BiomedCLIP2026.0590.39
TIP-Adapter-FShots=8, Backbone=BiomedCLIP2026.0590.31
GDAShots=8, Backbone=BiomedCLIP2026.0589.17
LP++Shots=8, Backbone=BiomedCLIP2026.0589.14
BiomedCoOpShots=8, Backbone=BiomedCLIP2026.0588.77
CLIP-LoRAShots=16, Backbone=BiomedCLIP2026.0587.98
ProGradShots=8, Backbone=BiomedCLIP2026.0587.86
CoOpShots=8, Backbone=BiomedCLIP2026.0587.5
CoCoOpShots=16, Backbone=BiomedCLIP2026.0587.38
KgCoOpShots=16, Backbone=BiomedCLIP2026.0586.79
CLIP-LoRAShots=8, Backbone=BiomedCLIP2026.0586.21
Evi-SteerShots=4, Backbone=BiomedCLIP2026.0586.12
BiomedCoOpShots=4, Backbone=BiomedCLIP2026.0585.6
CoCoOpShots=8, Backbone=BiomedCLIP2026.0585.57
GDAShots=4, Backbone=BiomedCLIP2026.0585
CLIP-LoRAShots=4, Backbone=BiomedCLIP2026.0584.93
ProGradShots=4, Backbone=BiomedCLIP2026.0584.72
CoOpShots=4, Backbone=BiomedCLIP2026.0584.66
KgCoOpShots=8, Backbone=BiomedCLIP2026.0584.63
LP++Shots=4, Backbone=BiomedCLIP2026.0582.61
KgCoOpShots=4, Backbone=BiomedCLIP2026.0582.1
TIP-Adapter-FShots=4, Backbone=BiomedCLIP2026.0579.57
CoCoOpShots=4, Backbone=BiomedCLIP2026.0577.44
CLIP-AdapterShots=16, Backbone=BiomedCLIP2026.0557.56
CLIP-AdapterShots=8, Backbone=BiomedCLIP2026.0556.33
CLIP-AdapterShots=4, Backbone=BiomedCLIP2026.0552.91
BiomedCLIPShots=0, Backbone=BiomedCLIP2026.0550.03