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Image Classification on Digit-MNIST watermarked (random colors) (test)

90.56AccuracyZero-Flow Encoders
84.8486.32587.8189.295Jan 31, 2026

Evaluation results

MethodLinks
Zero-Flow EncodersEvaluation Protocol=Linear Probing, Architecture=3 CNN layers + MLP projection head2026.0190.56-0.64
MAEEvaluation Protocol=Linear Probing, Architecture=Vision Transformer2026.0186.39-12.58
SimCLREvaluation Protocol=Linear Probing, Architecture=3 CNN layers + MLP projection head2026.0185.06-9.01