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Image Classification on ImageNet 16-shot (test)

66.46AccuracyFPL
62.809663.757364.70565.6527Jan 28, 2026

Evaluation results

MethodLinks
FPLEpochs=20, Training=1 min, GFLOPs=0.001, Param.=0.001M2026.0166.46
Tip-Adapter-FEpochs=20, Training=5 min, GFLOPs=0.03, Param.=16.3M2026.0165.51
CLIP-AdapterEpochs=200, Training=50 min, GFLOPs=0.004, Param.=0.52M2026.0163.59
CoOpEpochs=200, Training=15 h, GFLOPs=>10, Param.=0.01M2026.0162.95