Classification on Reuters (test)
86.37AccuracyPiNDA
Evaluation Results
| Method | Links | |
|---|---|---|
| PiNDAEvaluation Protocol=kNN, mu=learnable2024.08 | 86.37 | |
| PiNDAEvaluation Protocol=Softmax Regression (SR), mu=02024.08 | 86.03 | |
| PiNDAEvaluation Protocol=kNN, mu=02024.08 | 84.43 | |
| Random NoiseEvaluation Protocol=kNN2024.08 | 82.84 | |
| PiNDA + CLAEEvaluation Protocol=kNN, mu=learnable2024.08 | 82.8 | |
| CLAEEvaluation Protocol=kNN2024.08 | 82.6 | |
| PiNDAEvaluation Protocol=Softmax Regression (SR), mu=learnable2024.08 | 82.5 | |
| PiNDA + CLAEEvaluation Protocol=kNN, mu=02024.08 | 82.37 | |
| PiNDA + CLAEEvaluation Protocol=Softmax Regression (SR), mu=learnable2024.08 | 79.07 | |
| PiNDA + CLAEEvaluation Protocol=Softmax Regression (SR), mu=02024.08 | 79.03 | |
| CLAEEvaluation Protocol=Softmax Regression (SR)2024.08 | 78.03 | |
| Random NoiseEvaluation Protocol=Softmax Regression (SR)2024.08 | 77.3 | |
| SimCLEvaluation Protocol=Softmax Regression (SR)2024.08 | 73.63 | |
| SimCLEvaluation Protocol=kNN2024.08 | 64.2 |