ResearchBenchmarksFault diagnosis on WD615 diesel engine datasetFault diagnosis on WD615 diesel engine datasetFollow96.67AccuracyBRB185.573288.454191.33594.2159Jun 9, 2026Evaluation resultsMethodMethodLinksAccuracyMacro PrecisionMacro RecallMacro F1 ScoreMicro PrecisionMicro RecallMicro F1 ScoreBRB12026.0696.6796.9796.6796.8296.6796.6796.67BRB02026.069293.19292.54929292LSTM2026.0690.679290.6791.3390.6790.6790.67BPNN2026.0687.3387.687.3387.4787.3387.3387.33RBF2026.068690.148688.02868686