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ResearchFormerly WizWand

Image Classification on Black gram (test)

0.9722AccuracySCOLD
0.4955680.6193090.743050.866791May 11, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SCOLDShot=16-shot, Training=fine-tuning2025.050.9722
CLIPShot=16-shot, Training=fine-tuning2025.050.9598
ResNet50V2Shot=16-shot, Training=fine-tuning2025.050.9381
SCOLDShot=4-shot, Training=fine-tuning2025.050.9009
SigLIP2Shot=16-shot, Training=fine-tuning2025.050.9003
BioCLIPShot=16-shot, Training=fine-tuning2025.050.8946
CLIPShot=4-shot, Training=fine-tuning2025.050.8721
BioCLIPShot=4-shot, Training=fine-tuning2025.050.7916
SigLIP2Shot=4-shot, Training=fine-tuning2025.050.7794
BioCLIPShot=1-shot, Training=fine-tuning2025.050.7303
SigLIP2Shot=1-shot, Training=fine-tuning2025.050.7184
SCOLDShot=1-shot, Training=fine-tuning2025.050.5951
CLIPShot=1-shot, Training=fine-tuning2025.050.579
ResNet50V2Shot=1-shot, Training=fine-tuning2025.050.5333
ResNet50V2Shot=4-shot, Training=fine-tuning2025.050.5139