Eval Config: USE_PARALLEL : True NUM_PARALLEL_CORES : 8 BREAK_ON_ERROR : True RETURN_ON_ERROR : False LOG_ON_ERROR : .../yolo_tracking/examples/val_utils/error_log.txt PRINT_RESULTS : True PRINT_ONLY_COMBINED : False PRINT_CONFIG : True TIME_PROGRESS : True DISPLAY_LESS_PROGRESS : False OUTPUT_SUMMARY : True OUTPUT_EMPTY_CLASSES : True OUTPUT_DETAILED : True PLOT_CURVES : True MotChallenge2DBox Config: PRINT_CONFIG : True GT_FOLDER : examples/val_utils/data/VEHICLE/test TRACKERS_FOLDER : examples/runs/val/exp OUTPUT_FOLDER : None TRACKERS_TO_EVAL : ['labels'] CLASSES_TO_EVAL : ['car', 'truck', 'bus', 'motorcycle', 'person'] BENCHMARK : SPLIT_TO_EVAL : test INPUT_AS_ZIP : False DO_PREPROC : False TRACKER_SUB_FOLDER : OUTPUT_SUB_FOLDER : TRACKER_DISPLAY_NAMES : None SEQMAP_FOLDER : None SEQMAP_FILE : None SEQ_INFO : {'VEHICLE-01': None} GT_LOC_FORMAT : {gt_folder}/{seq}/gt/gt.txt SKIP_SPLIT_FOL : True CLEAR Config: METRICS : ['HOTA', 'CLEAR', 'Identity'] THRESHOLD : 0.5 PRINT_CONFIG : True Identity Config: METRICS : ['HOTA', 'CLEAR', 'Identity'] THRESHOLD : 0.5 PRINT_CONFIG : True Evaluating 1 tracker(s) on 1 sequence(s) for 5 class(es) on MotChallenge2DBox dataset using the following metrics: HOTA, CLEAR, Identity, Count Evaluating labels All sequences for labels finished in 0.12 seconds HOTA: labels-car HOTA DetA AssA DetRe DetPr AssRe AssPr LocA OWTA HOTA(0) LocA(0) HOTALocA(0) VEHICLE-01 61.583 53.114 71.774 55.783 83.127 74.554 86.027 84.971 63.232 73.356 81.937 60.106 COMBINED 61.583 53.114 71.774 55.783 83.127 74.554 86.027 84.971 63.232 73.356 81.937 60.106 CLEAR: labels-car MOTA MOTP MODA CLR_Re CLR_Pr MTR PTR MLR sMOTA CLR_TP CLR_FN CLR_FP IDSW MT PT ML Frag VEHICLE-01 65.132 81.811 65.789 66.447 99.02 66.667 16.667 16.667 53.046 101 51 1 1 4 1 1 1 COMBINED 65.132 81.811 65.789 66.447 99.02 66.667 16.667 16.667 53.046 101 51 1 1 4 1 1 1 Identity: labels-car IDF1 IDR IDP IDTP IDFN IDFP VEHICLE-01 78.74 65.789 98.039 100 52 2 COMBINED 78.74 65.789 98.039 100 52 2 Count: labels-car Dets GT_Dets IDs GT_IDs VEHICLE-01 102 152 6 6 COMBINED 102 152 6 6 HOTA: labels-truck HOTA DetA AssA DetRe DetPr AssRe AssPr LocA OWTA HOTA(0) LocA(0) HOTALocA(0) VEHICLE-01 61.583 53.114 71.774 55.783 83.127 74.554 86.027 84.971 63.232 73.356 81.937 60.106 COMBINED 61.583 53.114 71.774 55.783 83.127 74.554 86.027 84.971 63.232 73.356 81.937 60.106 CLEAR: labels-truck MOTA MOTP MODA CLR_Re CLR_Pr MTR PTR MLR sMOTA CLR_TP CLR_FN CLR_FP IDSW MT PT ML Frag VEHICLE-01 65.132 81.811 65.789 66.447 99.02 66.667 16.667 16.667 53.046 101 51 1 1 4 1 1 1 COMBINED 65.132 81.811 65.789 66.447 99.02 66.667 16.667 16.667 53.046 101 51 1 1 4 1 1 1 Identity: labels-truck IDF1 IDR IDP IDTP IDFN IDFP VEHICLE-01 78.74 65.789 98.039 100 52 2 COMBINED 78.74 65.789 98.039 100 52 2 Count: labels-truck Dets GT_Dets IDs GT_IDs VEHICLE-01 102 152 6 6 COMBINED 102 152 6 6 HOTA: labels-bus HOTA DetA AssA DetRe DetPr AssRe AssPr LocA OWTA HOTA(0) LocA(0) HOTALocA(0) VEHICLE-01 61.583 53.114 71.774 55.783 83.127 74.554 86.027 84.971 63.232 73.356 81.937 60.106 COMBINED 61.583 53.114 71.774 55.783 83.127 74.554 86.027 84.971 63.232 73.356 81.937 60.106 CLEAR: labels-bus MOTA MOTP MODA CLR_Re CLR_Pr MTR PTR MLR sMOTA CLR_TP CLR_FN CLR_FP IDSW MT PT ML Frag VEHICLE-01 65.132 81.811 65.789 66.447 99.02 66.667 16.667 16.667 53.046 101 51 1 1 4 1 1 1 COMBINED 65.132 81.811 65.789 66.447 99.02 66.667 16.667 16.667 53.046 101 51 1 1 4 1 1 1 Identity: labels-bus IDF1 IDR IDP IDTP IDFN IDFP VEHICLE-01 78.74 65.789 98.039 100 52 2 COMBINED 78.74 65.789 98.039 100 52 2 Count: labels-bus Dets GT_Dets IDs GT_IDs VEHICLE-01 102 152 6 6 COMBINED 102 152 6 6 HOTA: labels-motorcycle HOTA DetA AssA DetRe DetPr AssRe AssPr LocA OWTA HOTA(0) LocA(0) HOTALocA(0) VEHICLE-01 61.583 53.114 71.774 55.783 83.127 74.554 86.027 84.971 63.232 73.356 81.937 60.106 COMBINED 61.583 53.114 71.774 55.783 83.127 74.554 86.027 84.971 63.232 73.356 81.937 60.106 CLEAR: labels-motorcycle MOTA MOTP MODA CLR_Re CLR_Pr MTR PTR MLR sMOTA CLR_TP CLR_FN CLR_FP IDSW MT PT ML Frag VEHICLE-01 65.132 81.811 65.789 66.447 99.02 66.667 16.667 16.667 53.046 101 51 1 1 4 1 1 1 COMBINED 65.132 81.811 65.789 66.447 99.02 66.667 16.667 16.667 53.046 101 51 1 1 4 1 1 1 Identity: labels-motorcycle IDF1 IDR IDP IDTP IDFN IDFP VEHICLE-01 78.74 65.789 98.039 100 52 2 COMBINED 78.74 65.789 98.039 100 52 2 Count: labels-motorcycle Dets GT_Dets IDs GT_IDs VEHICLE-01 102 152 6 6 COMBINED 102 152 6 6 HOTA: labels-person HOTA DetA AssA DetRe DetPr AssRe AssPr LocA OWTA HOTA(0) LocA(0) HOTALocA(0) VEHICLE-01 61.583 53.114 71.774 55.783 83.127 74.554 86.027 84.971 63.232 73.356 81.937 60.106 COMBINED 61.583 53.114 71.774 55.783 83.127 74.554 86.027 84.971 63.232 73.356 81.937 60.106 CLEAR: labels-person MOTA MOTP MODA CLR_Re CLR_Pr MTR PTR MLR sMOTA CLR_TP CLR_FN CLR_FP IDSW MT PT ML Frag VEHICLE-01 65.132 81.811 65.789 66.447 99.02 66.667 16.667 16.667 53.046 101 51 1 1 4 1 1 1 COMBINED 65.132 81.811 65.789 66.447 99.02 66.667 16.667 16.667 53.046 101 51 1 1 4 1 1 1 Identity: labels-person IDF1 IDR IDP IDTP IDFN IDFP VEHICLE-01 78.74 65.789 98.039 100 52 2 COMBINED 78.74 65.789 98.039 100 52 2 Count: labels-person Dets GT_Dets IDs GT_IDs VEHICLE-01 102 152 6 6 COMBINED 102 152 6 6