Fault Diagnosis on DIRG (Total)
0.9894AccuracyAeroGPT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AeroGPTModel Category=Fault Diagnosis Model2025.06 | 0.9894 | 0.9916 | 0.9902 | |
| DCNDSCModel Category=Fault Diagnosis Model2025.06 | 0.9767 | 0.9771 | 0.9768 | |
| MPSO-ACBCNNModel Category=Fault Diagnosis Model2025.06 | 0.9734 | 0.9735 | 0.9734 | |
| TAUNModel Category=Fault Diagnosis Model2025.06 | 0.9627 | 0.963 | 0.9628 | |
| LiConvFormerModel Category=Fault Diagnosis Model2025.06 | 0.9622 | 0.9624 | 0.9622 | |
| MA1DCNNModel Category=Fault Diagnosis Model2025.06 | 0.9621 | 0.9631 | 0.9622 | |
| DSRSNModel Category=Fault Diagnosis Model2025.06 | 0.9453 | 0.9477 | 0.9456 | |
| ResNet50Model Category=General Purpose Model2025.06 | 0.9275 | 0.9297 | 0.9278 | |
| TFN-STFFModel Category=Fault Diagnosis Model2025.06 | 0.9255 | 0.926 | 0.9255 | |
| Masked AutoEncoderModel Category=General Purpose Model2025.06 | 0.9162 | 0.9161 | 0.9161 | |
| SPCFormerModel Category=Fault Diagnosis Model2025.06 | 0.915 | 0.9161 | 0.9154 | |
| Swin-Transformer V2Model Category=General Purpose Model2025.06 | 0.8914 | 0.8927 | 0.8919 | |
| Swin-TransformerModel Category=General Purpose Model2025.06 | 0.8759 | 0.8782 | 0.8765 | |
| ILDMModel Category=Fault Diagnosis Model2025.06 | 0.8621 | 0.8637 | 0.8619 | |
| ConvNeXt V2Model Category=General Purpose Model2025.06 | 0.838 | 0.8377 | 0.8376 | |
| Conv-TransformerModel Category=General Purpose Model2025.06 | 0.8364 | 0.8377 | 0.8332 | |
| MRCNN-LSTMModel Category=Fault Diagnosis Model2025.06 | 0.8114 | 0.8125 | 0.8117 | |
| PoolFormerModel Category=General Purpose Model2025.06 | 0.8099 | 0.8099 | 0.8097 |