ComputerVision_AnomalyDetection/AUC_results.txt at main · annac-dima/ComputerVision_AnomalyDetection · GitHub

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sul_original_C3D
>> AUC with 310 test videos
AUC:  0.7443856541935995
>> AUC with 290 SULTANI test videos
AUC:  0.7382037678588622
>> AUC with 20 GIOSS test videos
AUC:  0.5756735399041728

sul_C3D
>> AUC with 310 test videos
AUC:  0.7457872709489343
>> AUC with 290 SULTANI test videos
AUC:  0.7344085482388462
>> AUC with 20 GIOSS test videos
AUC:  0.6376824939398109

sul_128LSTM_C3D
>> AUC with 310 test videos
AUC:  0.484133359971422
>> AUC with 290 SULTANI test videos
AUC:  0.4879177116802097
>> AUC with 20 GIOSS test videos
AUC:  0.5

sul_I3D
>> AUC with 310 test videos
AUC:  0.5669108098637018
>> AUC with 290 SULTANI test videos
AUC:  0.5529172401093232
>> AUC with 20 GIOSS test videos
AUC:  0.4031552590083747

exp1_C3D
>> AUC with 310 test videos
AUC:  0.8129420711147026
>> AUC with 290 SULTANI test videos
AUC:  0.7925403012900825
>> AUC with 20 GIOSS test videos
AUC:  0.6360550167674861

exp1_128LSTM_C3D
>> AUC with 310 test videos
AUC:  0.3640254164020408
>> AUC with 290 SULTANI test videos
AUC:  0.4483430987923398
>> AUC with 20 GIOSS test videos
AUC:  0.5244251204678313

exp1_256LSTM_C3D
>> AUC with 310 test videos
AUC:  0.5599969357917843
>> AUC with 290 SULTANI test videos
AUC:  0.5254209304974184
>> AUC with 20 GIOSS test videos
AUC:  0.4115256675054266

exp1_I3D
>> AUC with 310 test videos
AUC:  0.5576577801700601
>> AUC with 290 SULTANI test videos
AUC:  0.5900953248278367
>> AUC with 20 GIOSS test videos
AUC:  0.5128447611069378

exp2_C3D
>> AUC with 310 test videos
AUC:  0.780360893218945
>> AUC with 290 SULTANI test videos
AUC:  0.7571148803627235
>> AUC with 20 GIOSS test videos
AUC:  0.6261592712983474

exp2_128LSTM_C3D
>> AUC with 310 test videos
AUC:  0.5013656933451669
>> AUC with 290 SULTANI test videos
AUC:  0.5007894728257619
>> AUC with 20 GIOSS test videos
AUC:  0.5

exp2_I3D
>> AUC with 310 test videos
AUC:  0.5403910922238718
>> AUC with 290 SULTANI test videos
AUC:  0.4598903330462553
>> AUC with 20 GIOSS test videos
AUC:  0.7408531714606565