Fault Diagnosis on DIRG (Defective)
98.42AccuracyAeroGPT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AeroGPTModel Category=Fault Diagnosis Model2025.06 | 98.42 | 99.26 | 99.07 | |
| DCNDSCModel Category=Fault Diagnosis Model2025.06 | 96.14 | 97.48 | 97.75 | |
| MPSO-ACBCNNModel Category=Fault Diagnosis Model2025.06 | 95.67 | 97.61 | 97.47 | |
| LiConvFormerModel Category=Fault Diagnosis Model2025.06 | 93.57 | 96.08 | 96.26 | |
| TAUNModel Category=Fault Diagnosis Model2025.06 | 93.5 | 95.96 | 96.22 | |
| MA1DCNNModel Category=Fault Diagnosis Model2025.06 | 93.26 | 95.73 | 96.08 | |
| DSRSNModel Category=Fault Diagnosis Model2025.06 | 91.56 | 96.01 | 95.02 | |
| TFN-STFFModel Category=Fault Diagnosis Model2025.06 | 88.2 | 93.53 | 93.08 | |
| ResNet50Model Category=General Purpose Model2025.06 | 87.35 | 92.63 | 92.63 | |
| Masked AutoEncoderModel Category=General Purpose Model2025.06 | 84.96 | 91.13 | 91.23 | |
| SPCFormerModel Category=Fault Diagnosis Model2025.06 | 84.9 | 91.14 | 91.2 | |
| Swin-Transformer V2Model Category=General Purpose Model2025.06 | 80.69 | 88.9 | 88.71 | |
| Swin-TransformerModel Category=General Purpose Model2025.06 | 79.27 | 87.55 | 87.96 | |
| ILDMModel Category=Fault Diagnosis Model2025.06 | 76.07 | 86.6 | 85.93 | |
| ConvNeXt V2Model Category=General Purpose Model2025.06 | 72.05 | 83.68 | 83.7 | |
| Conv-TransformerModel Category=General Purpose Model2025.06 | 71.16 | 83.19 | 83.17 | |
| MRCNN-LSTMModel Category=Fault Diagnosis Model2025.06 | 68.3 | 81.56 | 81.49 | |
| PoolFormerModel Category=General Purpose Model2025.06 | 67.19 | 81 | 80.82 |