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Classification on Reuters (test)

86.37AccuracyPiNDA
63.313269.299175.28581.2709Aug 19, 2024

Evaluation results

MethodLinks
PiNDAEvaluation Protocol=kNN, mu=learnable2024.0886.37
PiNDAEvaluation Protocol=Softmax Regression (SR), mu=02024.0886.03
PiNDAEvaluation Protocol=kNN, mu=02024.0884.43
Random NoiseEvaluation Protocol=kNN2024.0882.84
PiNDA + CLAEEvaluation Protocol=kNN, mu=learnable2024.0882.8
CLAEEvaluation Protocol=kNN2024.0882.6
PiNDAEvaluation Protocol=Softmax Regression (SR), mu=learnable2024.0882.5
PiNDA + CLAEEvaluation Protocol=kNN, mu=02024.0882.37
PiNDA + CLAEEvaluation Protocol=Softmax Regression (SR), mu=learnable2024.0879.07
PiNDA + CLAEEvaluation Protocol=Softmax Regression (SR), mu=02024.0879.03
CLAEEvaluation Protocol=Softmax Regression (SR)2024.0878.03
Random NoiseEvaluation Protocol=Softmax Regression (SR)2024.0877.3
SimCLEvaluation Protocol=Softmax Regression (SR)2024.0873.63
SimCLEvaluation Protocol=kNN2024.0864.2