| Team | Method | Area under Curve | Average overlap |
|---|
| wgy@HIT501 | ELL_SVM2 (Prohibitive) | 100 % | 90.08 % |
| visics | boosted_intChn_ratio_scales (Prohibitive) | 100 % | 88.22 % |
| glc12125 | robok (Danger) | 100 % | 87.24 % |
| s_trafficsign | DL2 (danger 2, 9k aug TR) (Danger) | 100 % | 87.14 % |
| visics | boosted_intChn_ratio_scales (Danger) | 100 % | 87.03 % |
| LITS1 | intColorShapeAppearance (Prohibitive) | 100 % | 86.91 % |
| glc12125 | robok (Mandatory) | 100 % | 85.85 % |
| DSL_clusters | ToneMap+AcfChunks (Mandatory) | 100 % | 85.66 % |
| glc12125 | robok (Prohibitive) | 100 % | 85.57 % |
| DSL_clusters | ToneMap+AcfChunks (Prohibitive) | 100 % | 83.56 % |
| DSL_clusters | ToneMap+AcfChunks (Danger) | 100 % | 83.37 % |
| qichang.hu@adelaide.edu.au | sp_Cov_P (Prohibitive) | 100 % | 82.03 % |
| wgy@HIT501 | HOG_LDA_SVM2 (Mandatory) | 100 % | 79.41 % |
| huqc@msn.com | spCov+chns_P (Prohibitive) | 99.99 % | 82.62 % |
| shawn_pan | intChn_50scales (Prohibitive) | 99.98 % | 88.99 % |
| BolognaCVLab | MSER-1+HOG-2+SVM+Heights+TL (Prohibitive) | 99.98 % | 84.95 % |
| BolognaCVLab | MSER-1+HOG+SVM+Heights+TL (Prohibitive) | 99.97 % | 84.37 % |
| visics | boosted_intChn_ratio_norm (Danger) | 99.95 % | 86.42 % |
| qcom | VSSD3 (Danger) | 99.93 % | 91.87 % |
| wgy@HIT501 | HOG_LDA_SVM_ADJ2 (Danger) | 99.91 % | 86.39 % |
| wff | cnn1_2 (Danger) | 99.9 % | 86.34 % |
| qcom | VSSD3 (Prohibitive) | 99.89 % | 91.93 % |
| shawn_pan | intChn_50scales (Danger) | 99.88 % | 83.65 % |
| DSL_clusters | discClusters+TM (Danger) | 99.79 % | 83.8 % |
| DSL_clusters | discClusters+boostedChnsFeats+TM (Danger) | 99.79 % | 83.8 % |
| wgy@HIT501 | HOG_LDA_SVM (Prohibitive) | 99.78 % | 80.81 % |
| wff | color+cnn (Danger) | 99.73 % | 86.34 % |
| wgy@HIT501 | HOG_LDA_SVM (Danger) | 99.7 % | 85.95 % |
| qcom | VSSD3 (Mandatory) | 99.16 % | 91.47 % |
| visics | boosted_intChn_7ops (Prohibitive) | 99.12 % | 88.88 % |
| huqc@msn.com | First try (Prohibitive) | 99 % | 82.54 % |
| s_trafficsign | DL2 (prohibitory) (Prohibitive) | 99 % | 86.34 % |
| wgy@HIT501 | ELL_SVM (Prohibitive) | 98.99 % | 90.17 % |
| hb@hit501 | hb_pro_0.8_0.6_13 (Prohibitive) | 98.98 % | 79.6 % |
| LITS1 | hog+svm1 (Prohibitive) | 98.97 % | 88.49 % |
| VJ+Filter | VJ+LBP+HSV+colorSIFT (Prohibitive) | 98.96 % | 86.33 % |
| exp | Multi-features filter (Prohibitive) | 98.96 % | 86.33 % |
| exp | exp-multi-pro (Prohibitive) | 98.91 % | 86.59 % |
| VJ+Filter | VJ+LBP+HSV (Prohibitive) | 98.87 % | 86.34 % |
| visics | boosted_intChn_5ops (Danger) | 98.85 % | 84.57 % |
| LITS1 | color (Danger) | 98.85 % | 86.34 % |
| BolognaCVLab | MSER-1+HOG-2+SVM+Heights (Danger) | 98.72 % | 86.78 % |
| NII-UIT | light-colorSIFT_V2 (Prohibitive) | 98.11 % | 81.71 % |
| qichang.hu@adelaide.edu.au | sp_Cov+sp_LBP_M5 (Mandatory) | 98.1 % | 80.15 % |
| BolognaCVLab | MSER+HOG+SVM+Heights (Danger) | 98.03 % | 85.38 % |
| LITS1 | intColorShape (Danger) | 98.01 % | 86.3 % |
| qichang.hu@adelaide.edu.au | sp_Cov_D (Danger) | 98 % | 81.03 % |
| brdej | convhogsvm5 (Mandatory) | 98 % | 91.49 % |
| genius07 | vgg_detection (Prohibitive) | 98 % | 90.55 % |
| s_trafficsign | DL2 (danger) (Danger) | 98 % | 87.08 % |
| LITS1 | intColorShapeAppearance (Danger) | 98 % | 86.35 % |
| visics | boosted_intChn (Danger) | 98 % | 84.72 % |
| qichang.hu@adelaide.edu.au | sp_Cov+sp_LBP_D3 (Danger) | 97.99 % | 82.1 % |
| VJ+Filter | VJ+LBP+HSV+SIFT (Prohibitive) | 97.96 % | 86.33 % |
| VJ+Filter | test (Prohibitive) | 97.94 % | 86.58 % |
| qichang.hu@adelaide.edu.au | sp_Cov_D2 (Danger) | 97.9 % | 80.41 % |
| LITS1 | hog+svm (Prohibitive) | 97.73 % | 87.8 % |
| wff | color+cnn+boost (Mandatory) | 97.62 % | 85.1 % |
| wgy@HIT501 | HOG_LDA_SVM_ADJ (Danger) | 97.55 % | 86.12 % |
| qichang.hu@adelaide.edu.au | sp_Cov+sp_LBP_M4 (Mandatory) | 97.47 % | 81.33 % |
| huqc@msn.com | Second try (Prohibitive) | 97.02 % | 83.02 % |
| temp | frir (Prohibitive) | 97 % | 91.79 % |
| s_trafficsign | DL (prohibitory) (Prohibitive) | 97 % | 86.33 % |
| hb@hit501 | hb_dan_0.5_0.4_7 (Danger) | 97 % | 80.89 % |
| hb@hit501 | hb_dan_0.8_0.6_13 (Danger) | 97 % | 80.67 % |
| visics | boosted_intChn_multiScale (Mandatory) | 96.98 % | 89.55 % |
| huqc@msn.com | spCov+chns_D (Danger) | 96.96 % | 80.98 % |
| huqc@msn.com | spCov+chns_D2 (Danger) | 96.96 % | 80.98 % |
| LITS1 | hog+svm (Danger) | 96.86 % | 86.02 % |
| millan | t1 (Danger) | 96.55 % | 85.99 % |
| exp | exp-multi-dan (Danger) | 96.29 % | 84.54 % |
| s_trafficsign | DL (danger) (Danger) | 96.04 % | 87.02 % |
| BolognaCVLab | MSER+HOG+SVM+Heights+TL (Prohibitive) | 96.01 % | 80.45 % |
| millan | hogSVM (Mandatory) | 96 % | 89.27 % |
| bkmw | haar_upscale (Prohibitive) | 95.82 % | 84.48 % |
| BolognaCVLab | WADE-1+HOG-2+SVM+Heights+TL (Mandatory) | 95.76 % | 86.19 % |
| exp | exp-multi-man-correct (Mandatory) | 95.68 % | 88.91 % |
| BolognaCVLab | WADE+HOG+SVM+Heights (Mandatory) | 95.47 % | 89.8 % |
| exp | Bag of visual word (Prohibitive) | 95.23 % | 87.64 % |
| huqc@msn.com | First try (Danger) | 95.06 % | 81.02 % |
| aboltabol | aboltabol3 (Prohibitive) | 95 % | 92.49 % |
| visics | boosted_intChn_11ops (Mandatory) | 94.69 % | 88.81 % |
| NII-UIT | denseSIFT (Prohibitive) | 94.65 % | 87.48 % |
| qichang.hu@adelaide.edu.au | sp_Cov_M2 (Mandatory) | 94.48 % | 82.91 % |
| s_trafficsign | DL2 (mandatory) (Mandatory) | 94.03 % | 82.88 % |
| wgy@HIT501 | HOG_LDA_SVM (Mandatory) | 93.99 % | 79.85 % |
| wff | color+cnn3 (Mandatory) | 93.81 % | 88.74 % |
| wff | color2+cnn2 (Mandatory) | 93.66 % | 85.07 % |
| qichang.hu@adelaide.edu.au | sp_Cov_M (Mandatory) | 93.19 % | 81.87 % |
| ducluu | lbp_filter_16_20_wsize (Prohibitive) | 93.12 % | 85.37 % |
| ShapeSaliency | ShapeSaliency+Color (Danger) | 93.1 % | 82.39 % |
| visics | boosted_intChn_ratio (Mandatory) | 92.91 % | 85.89 % |
| exp | Bag of visual words (Prohibitive) | 92.34 % | 87.55 % |
| ShapeSaliency | ShapeSaliency+Color (Prohibitive) | 92.16 % | 85.49 % |
| brdej | convhogsvm4 (Mandatory) | 92.12 % | 91.49 % |
| LITS1 | hog+svm (Mandatory) | 92 % | 89.49 % |
| LITS1 | hog+svm1 (Mandatory) | 92 % | 90.07 % |
| exp | auto-threshold (Mandatory) | 91.92 % | 88.85 % |
| millan | test (Mandatory) | 91.88 % | 88.73 % |
| code monkey | Modified SSD danger (Danger) | 91.84 % | 89.98 % |
| code monkey | 11D3 (Danger) | 91.84 % | 88.59 % |
| visics | boosted_intChn_13ops (Mandatory) | 91.84 % | 88.96 % |
| Test | 12_STAGES_UPSIZE (Prohibitive) | 91.82 % | 82.91 % |
| huqc@msn.com | spCov+chns_M (Mandatory) | 91.61 % | 82.43 % |
| huqc@msn.com | spCov+chns_M2 (Mandatory) | 91.61 % | 82.43 % |
| Test | test_all (Prohibitive) | 91.49 % | 82.94 % |
| code monkey | 11D3 prohibitory (Prohibitive) | 91.4 % | 88.1 % |
| exp | auto-threshold (Danger) | 91.36 % | 84.82 % |
| dkh_final | danga new (Danger) | 91.18 % | 79.7 % |
| dkh_final | last (Danger) | 91.18 % | 79.7 % |
| Test | 12 STAGES_UPSIZE (Prohibitive) | 91.15 % | 82.87 % |
| hoqmawla | hoqmawla3 (Prohibitive) | 91.14 % | 83.73 % |
| INI-RTCV | Viola-Jones (Prohibitive) | 90.81 % | 87.85 % |
| wff | trycnn (Mandatory) | 90.07 % | 88.88 % |
| brdej | convhogsvm3 (Mandatory) | 90 % | 90.95 % |
| code monkey | 11D3 Augmented (Danger) | 89.99 % | 88.74 % |
| dkh | _new (Danger) | 89.24 % | 85.95 % |
| code monkey | Modified SSD (Prohibitive) | 88.8 % | 90.27 % |
| mraouf.cairo.4 | Prohibitory_13_21__ (Prohibitive) | 88.6 % | 93.28 % |
| aboltabol | aboltabol3 (Danger) | 88.36 % | 90.14 % |
| shawn_pan | intChn_MultiScale (Prohibitive) | 88.35 % | 87.94 % |
| exp | Bag of visual words (Mandatory) | 88.18 % | 81.88 % |
| huqc@msn.com | Combine1 (Prohibitive) | 88.11 % | 83.66 % |
| mraouf.cairo.3 | Prohibitory_Testing_13_20 (Prohibitive) | 87.64 % | 93.16 % |
| meca | linSVM (Prohibitive) | 87.47 % | 79.02 % |
| dkh_final | last (Prohibitive) | 87.4 % | 88.19 % |
| titonmoy | segunet-renew (Prohibitive) | 87.4 % | 88.19 % |
| DSL_clusters | DSL_clusters (Danger) | 87.4 % | 83.05 % |
| mani | RCD3 Gray (Danger) | 87.25 % | 87.67 % |
| NII-UIT | denseSIFT-22conf (Mandatory) | 86.97 % | 81.77 % |
| temp | frir (Danger) | 86.48 % | 90.1 % |
| brdej | convhogsvm2 (Mandatory) | 86.4 % | 92.48 % |
| dkh | segunet (Prohibitive) | 86.4 % | 87.69 % |
| wff | color+cnn2 (Mandatory) | 86.25 % | 85.02 % |
| DSL_clusters | TM+ACFChunks (Mandatory) | 86 % | 85.8 % |
| wff | hog+cnnnopost (Mandatory) | 85.91 % | 90.85 % |
| mraouf.cairo.4 | Danger_13_21__ (Danger) | 85.86 % | 83.92 % |
| meca | linSVM2 (Prohibitive) | 85.8 % | 79.15 % |
| Test | test (Prohibitive) | 85.59 % | 82.82 % |
| dkh | dkh_final (Prohibitive) | 85.54 % | 80.58 % |
| s_trafficsign | DL (mandatory) (Mandatory) | 85.26 % | 82.88 % |
| lcad-ufes | WNN-VGRAM 0.4 (Prohibitive) | 85.12 % | 84.47 % |
| lcad-ufes | WNN-VGRAM 0.3 (Prohibitive) | 85.04 % | 84.49 % |
| NII-UIT | denseSIFT-20conf (Mandatory) | 84.99 % | 81.7 % |
| CheerfulElasticRoadrunner | ccnn2 (Prohibitive) | 84.94 % | 92.04 % |
| code monkey | AR3C SSD (Danger) | 84.86 % | 86.7 % |
| lcad-ufes | WNN-VGRAM 0.5 (Prohibitive) | 84.72 % | 84.82 % |
| brdej | convhogsvm (Mandatory) | 84.28 % | 92.4 % |
| s_trafficsign | DL2 (danger , 9k aug TR) (Danger) | 84.28 % | 88.98 % |
| DSL_clusters | TM+ACFChunks (Danger) | 84 % | 83.62 % |
| manikandanr | SSD danger (Danger) | 83.94 % | 88.47 % |
| mraouf.cairo.3 | Cascade_13_19__1.01 (Prohibitive) | 83.7 % | 92.81 % |
| NII-UIT | light-colorSIFT (Prohibitive) | 83.66 % | 81.77 % |
| lcad-ufes | WNN-VGRAM (Prohibitive) | 83.36 % | 84.46 % |
| teste | test_super_master_ultra (Prohibitive) | 83.36 % | 84.46 % |
| teste | test_master_ultra (Prohibitive) | 83 % | 84.45 % |
| mraouf.cairo.3 | Cascade_13hw_20_1.01S (Prohibitive) | 82.77 % | 93.2 % |
| huqc@msn.com | First try (Mandatory) | 82.72 % | 82.48 % |
| My Test | 12 STAGES (Prohibitive) | 82.67 % | 83.49 % |
| Test | 12_STAGES_OLD (Prohibitive) | 82.67 % | 83.49 % |
| Test | temp_ (Prohibitive) | 82.67 % | 83.49 % |
| traffic | HOG+SVM (Danger) | 82.65 % | 74.22 % |
| lcad-ufes | WNN-VGRAM 0.2 (Prohibitive) | 82.55 % | 84.85 % |
| glc12125 | Darknet2.0 (Prohibitive) | 82.51 % | 85.16 % |
| My Test | TEST_12 (Prohibitive) | 82.4 % | 83.48 % |
| mani | RCD3 Gray (Prohibitive) | 82.22 % | 88.34 % |
| meca | linSVM_hog_hue (Prohibitive) | 82.06 % | 79.13 % |
| mraouf.cairo.4 | Danger_13_20 (Danger) | 81.83 % | 83.75 % |
| mraouf.cairo.4 | Prohibitory_HSV_13_19_SF_M (Prohibitive) | 81.68 % | 92.62 % |
| manikandanr | Single shot multibox detector (Mandatory) | 81.32 % | 89.78 % |
| NII-UIT | light-colorSIFT (Danger) | 80.58 % | 79.34 % |
| My Test | 11 STAGES (Prohibitive) | 80.39 % | 82.7 % |
| code monkey | 11D3 mandatory (Mandatory) | 80.26 % | 88.23 % |
| Junk | Junk11stages_new (Prohibitive) | 80.1 % | 82.75 % |
| NII-UIT | light-colorSIFT_V2 (Mandatory) | 80.03 % | 83.65 % |
| teste | test_power_master (Prohibitive) | 79.67 % | 78.33 % |
| Junk | Junk12stages_new (Prohibitive) | 78.99 % | 82.76 % |
| mraouf.cairo.1 | Cascade_13HW_17_2S (Prohibitive) | 78.72 % | 92.39 % |
| mani | RCD3 Gray (Mandatory) | 78.56 % | 86.68 % |
| dkh | segunet (Danger) | 77.76 % | 86.76 % |
| titonmoy | segunet-renew (Danger) | 77.76 % | 86.76 % |
| mraouf.cairo.3 | Cascade_13_20_101_102 (Danger) | 77.47 % | 82.66 % |
| ducluu | lbp_filter_8 (Prohibitive) | 77.44 % | 87.12 % |
| mraouf.cairo.1 | Cascade_13HW_17S (Prohibitive) | 77.19 % | 92.31 % |
| dkh | dkh_final (Danger) | 77.08 % | 79.7 % |
| wff | colfonly (Mandatory) | 76.85 % | 90.78 % |
| Giannis | Filtered-LBP2 (Prohibitive) | 76.8 % | 86.96 % |
| Junk | Junk12stages_135 (Prohibitive) | 76.77 % | 82.17 % |
| TSD | Filter-LBP (Prohibitive) | 76.54 % | 87.39 % |
| Giannis | Filter-LBP-8stage (Prohibitive) | 76.14 % | 87.04 % |
| TSD | vio8 (Prohibitive) | 76.14 % | 87.04 % |
| Junk | Junk12stages (Prohibitive) | 76.11 % | 81.65 % |
| Junk | Junk12stages_tmp (Prohibitive) | 76.11 % | 81.65 % |
| Junk | Junk11stages (Prohibitive) | 75.92 % | 81.41 % |
| TSD | viola6 (Prohibitive) | 74.62 % | 86.35 % |
| temp | frir (Mandatory) | 74.26 % | 90.47 % |
| dkh | manda_new (Mandatory) | 74.1 % | 85.47 % |
| TestViola | TestViola_n10 (Prohibitive) | 73.85 % | 81.19 % |
| visics2 | VJ_hsv_no_traindata_use (Danger) | 73.64 % | 81.32 % |
| TSD | viola5 (Prohibitive) | 73.15 % | 86.34 % |
| TSD | viola7 (Prohibitive) | 73.08 % | 86.3 % |
| manikandanr | SSD mandatory (Mandatory) | 72.98 % | 87.53 % |
| aboltabol | aboltabol3 (Mandatory) | 72.96 % | 90.25 % |
| lcad-ufes | WNN-VGRAM V 2.0 (Prohibitive) (Prohibitive) | 72.45 % | 74.86 % |
| teste | teste_master (Prohibitive) | 72.32 % | 77.46 % |
| teste | test_all (Prohibitive) | 71.49 % | 76.2 % |
| lcad | wnn fix parameters (Prohibitive) | 71.46 % | 77.3 % |
| temp | test danger (Danger) | 71.4 % | 80.7 % |
| lcad-ufes | WNN-VGRAM 0.9 (Prohibitive) | 71.35 % | 74.83 % |
| temp | test (Prohibitive) | 71.28 % | 80.38 % |
| lcad | WNN-VGRAM 0.3 (Prohibitive) | 71.26 % | 74.91 % |
| lcad-ufes | WNN-VGRAM 0.8 (Prohibitive) | 71.26 % | 74.91 % |
| yy | color probability 1+ shape (Prohibitive) | 71.12 % | 89.65 % |
| lcad-ufes | WNN-VGRAM 0.6 (Prohibitive) | 71.11 % | 74.83 % |
| lcad | WNN-VGRAM 0.1 (Prohibitive) | 71.1 % | 74.81 % |
| lcad | WNN-VGRAM 0.4 (Prohibitive) | 71.02 % | 74.55 % |
| LCAD | WNN-VGRAM 0.5 (Prohibitive) | 71.02 % | 74.79 % |
| lcad | WNN-VGRAM 0.2 (Prohibitive) | 71.02 % | 74.79 % |
| lcad-ufes | WNN-VGRAM 0.7 (Prohibitive) | 71.02 % | 74.79 % |
| hoqmawla | hoqmawla3 (Danger) | 70.84 % | 85.54 % |
| yy | color probability + shape (Prohibitive) | 70.61 % | 88.54 % |
| glc12125 | Darknt2.0 (Danger) | 70.38 % | 87.99 % |
| INI-RTCV | HOG + LDA (Prohibitive) | 70.33 % | 78.13 % |
| exp | exp-multi-man (Mandatory) | 70.24 % | 88.91 % |
| lcad | WNN-VGRAM 2 (Prohibitive) | 70.19 % | 74.27 % |
| lcad | WNN-VGRAM 0.7 (Prohibitive) | 70 % | 74.6 % |
| mraouf.cairo.3 | 13_19_1.05 (Danger) | 69 % | 84.7 % |
| LITS1 | hog+svm(pp) (Mandatory) | 69 % | 85.58 % |
| Giannis | Filtered-LBP3 (Prohibitive) | 68.88 % | 87.29 % |
| Giannis | Filtered-LBP4 (Prohibitive) | 68.8 % | 87.48 % |
| TSD | Filter-HOG (Prohibitive) | 68.64 % | 81.43 % |
| titonmoy | segunet-new (Prohibitive) | 68.62 % | 84.29 % |
| code monkey | 11D3 Augmented (Prohibitive) | 67.99 % | 83.65 % |
| TestViola | TestViola_n9 (Prohibitive) | 67.93 % | 79.99 % |
| bristoltsd | mser_hog3 (Prohibitive) | 67.76 % | 88.93 % |
| My Test | 9 STAGES (Prohibitive) | 67.68 % | 81.57 % |
| Junk | Junk10stages_13510 (Prohibitive) | 67.51 % | 80.38 % |
| manikandanr | SSD 0.25 (Prohibitive) | 67.45 % | 86.24 % |
| CheerfulElasticRoadrunner | ccnn2 (Danger) | 67.16 % | 87.82 % |
| temp | test mandatory (Mandatory) | 66.36 % | 76.03 % |
| TSD | viola1 (Prohibitive) | 66.3 % | 86.63 % |
| TSD | viola4 (Prohibitive) | 66.3 % | 86.63 % |
| mraouf.cairo.4 | Prohibitory_HSV_13_19_SF_M_1 (Prohibitive) | 66.19 % | 92.51 % |
| TestViola | TestViola_n7 (Prohibitive) | 66.15 % | 79.83 % |
| TSD | viola2 (Prohibitive) | 66.12 % | 86.6 % |
| ViolaJones Test | ViolaJones_test4 (Prohibitive) | 65.76 % | 77.55 % |
| mraouf.mbd@gmail.com | Cascade_4_2 (Prohibitive) | 65.55 % | 90.12 % |
| cover | cover1 (Prohibitive) | 65.23 % | 80.98 % |
| ViolaJones Test | ViolaJones_test3 (Prohibitive) | 65.2 % | 77.49 % |
| TestViola | TestViola_n8 (Prohibitive) | 65.09 % | 79.46 % |
| TestViola | TestViola_n6 (Prohibitive) | 64.97 % | 79.35 % |
| dkh | dkh_final (Mandatory) | 64.5 % | 77.19 % |
| teste | test_power_plusplus (Prohibitive) | 64.29 % | 77.05 % |
| mraouf.mbd@gmail.com | Cascade_13 (Prohibitive) | 64 % | 90.72 % |
| dkh_final | last (Mandatory) | 63.9 % | 77.28 % |
| dkh_final | manda_new (Mandatory) | 63.9 % | 77.28 % |
| bkmw | haar_baseline (Prohibitive) | 63.07 % | 83.8 % |
| mraouf.cairo.3 | Cascade_13_19_1.03 (Danger) | 62.4 % | 80.07 % |
| temp | test2_danger (Danger) | 62.4 % | 78.98 % |
| My Test | 12 STAGES_ScaleFactor_1_2 (Prohibitive) | 62.3 % | 82.84 % |
| code monkey | 11D3 Augmented 7 (Mandatory) | 62.19 % | 81.76 % |
| My Test | 12 STAGES_Scale_1_2 (Prohibitive) | 61.73 % | 82.82 % |
| glc12125 | Darknet2.0 (Mandatory) | 61.64 % | 84.1 % |
| My Test | 12 STAGES_ScaleF_1_2 (Prohibitive) | 61.47 % | 82.83 % |
| mraouf.mbd@gmail.com | Cascade_15_19 (Prohibitive) | 61.38 % | 91.13 % |
| ViolaJones Test | ViolaJones_test2 (Prohibitive) | 61 % | 76.88 % |
| mraouf.cairo.4 | Prohibitory_HSV_13_19_SF_1_03 (Prohibitive) | 60.8 % | 92.44 % |
| mraouf.mbd@gmail.com | Cascade_15_20 (Prohibitive) | 60.39 % | 91.28 % |
| dkh | manda (Mandatory) | 60.03 % | 87.26 % |
| manikandanr | SSD 0.2 (Prohibitive) | 60 % | 87.74 % |
| TestViola | TestViola_n5 (Prohibitive) | 59.1 % | 79.38 % |
| code monkey | 11D3 Augmented (Mandatory) | 58.91 % | 81.44 % |
| mraouf.cairo.4 | Proh_HSV_13_19_SF_1_03_only (Prohibitive) | 58.59 % | 92.76 % |
| visics2 | VJ_hsv_no_traindata_use (Mandatory) | 58.17 % | 86.79 % |
| dkh | segunet (Mandatory) | 57.85 % | 88.09 % |
| titonmoy | segunet-renew (Mandatory) | 57.85 % | 88.09 % |
| visics2 | VJ_hsv_no_traindata_use (Prohibitive) | 57.75 % | 82.36 % |
| titonmoy | segunet (Prohibitive) | 57.6 % | 80.71 % |
| ViolaJones Test | ViolaJones_test1 (Prohibitive) | 57.51 % | 78.87 % |
| mraouf.cairo.4 | Mandatory_13_19__ (Mandatory) | 57.47 % | 91.3 % |
| hoqmawla | hoqmawla3 (Mandatory) | 57.2 % | 81.86 % |
| temp | test2_prohib (Prohibitive) | 56.98 % | 79.07 % |
| ViolaJones Test | ViolaJones_test01 (Prohibitive) | 56.78 % | 80.09 % |
| TestViola | TestViola_n4 (Prohibitive) | 56.78 % | 79.57 % |
| ViolaJones Test | ViolaJones_test_7_10 (Prohibitive) | 56.78 % | 79.57 % |
| yy | test1 (Mandatory) | 56.61 % | 85.24 % |
| ViolaJones Test | ViolaJones_test02 (Prohibitive) | 56.45 % | 79.27 % |
| meca | SVM_quad (Prohibitive) | 56.44 % | 75.69 % |
| TSD | viola3 (Prohibitive) | 56.09 % | 85.09 % |
| titonmoy | segunet-new (Danger) | 56.07 % | 81.33 % |
| mraouf.cairo.3 | Cascade_13_19_1.01_Haar (Danger) | 55.44 % | 82.34 % |
| ViolaJones Test | ViolaJones_test0 (Prohibitive) | 55.38 % | 81.17 % |
| dkh | _new (Mandatory) | 54.6 % | 85.6 % |
| mraouf.mbd@gmail.com | Cascade_13_17 (Danger) | 54.27 % | 74.88 % |
| NII-UIT | denseSIFT (Mandatory) | 54.26 % | 81.56 % |
| mani | RCD3 (Prohibitive) | 53.95 % | 81.38 % |
| meca | quadSVM (Mandatory) | 53.63 % | 74.99 % |
| qichang.hu@adelaide.edu.au | sp_Cov+sp_LBP_M3 (Mandatory) | 53 % | 81.2 % |
| manikandanr | single shot (Prohibitive) | 52.8 % | 86.18 % |
| bryandeng | intChn_multiscales (Danger) | 52 % | 85.09 % |
| mraouf.cairo.1 | Cascade_13_19 (Danger) | 50.74 % | 78.01 % |
| titonmoy | segunet (Danger) | 50.4 % | 79.23 % |
| Giannis | RGB2R-Hough-Viola3 (Prohibitive) | 50.22 % | 75.69 % |
| Giannis | RGB2R-Hough-Viola4 (Prohibitive) | 49.02 % | 70.55 % |
| mraouf.cairo.1 | Cascade_13_21 (Danger) | 49 % | 78.62 % |
| 231920@whut.edu.cn | test (Prohibitive) | 48.88 % | 77.49 % |
| rapp@ | lda_hog_cd (Prohibitive) | 47.9 % | 87.68 % |
| meca | linSVM (Mandatory) | 47.76 % | 77.55 % |
| mraouf.mbd@gmail.com | cascade3 (Prohibitive) | 47.36 % | 89.01 % |
| rapp@ | svm_hog_cd (Prohibitive) | 46.94 % | 86.78 % |
| ViolaJones Test | ViolaJones_test00 (Prohibitive) | 46.86 % | 77.83 % |
| mraouf.cairo.1 | Cascade_13_18 (Danger) | 46.8 % | 75.53 % |
| cover | cover2 (Prohibitive) | 46.68 % | 82.51 % |
| INI-RTCV | Viola-Jones (Danger) | 46.26 % | 84.48 % |
| yy | color probability 1+ shape (Danger) | 46.22 % | 77.57 % |
| 231920@whut.edu.cn | test2 (Prohibitive) | 46.06 % | 80.52 % |
| mraouf.cairo.4 | Mandatory_13_18 (Mandatory) | 45.73 % | 91.52 % |
| NII-UIT | light-colorSIFT (Mandatory) | 45.24 % | 80.34 % |
| INI-RTCV | Viola-Jones (Mandatory) | 44.87 % | 88.22 % |
| ducluu | lbp_filter_17 (Prohibitive) | 44.44 % | 68.23 % |
| CheerfulElasticRoadrunner | ccnn2 (Mandatory) | 44.39 % | 92.21 % |
| Junk | Junk (Prohibitive) | 43.7 % | 81.53 % |
| manikandanr | SSD 0.3 (Prohibitive) | 43.68 % | 89.24 % |
| bristoltsd | mser_hog (Prohibitive) | 43.11 % | 88.85 % |
| meca | linSVM2_hog_hue (Mandatory) | 42.93 % | 80.59 % |
| atx | hogsvm (Mandatory) | 42.27 % | 84.87 % |
| teste | test_12 (Prohibitive) | 41.83 % | 76.05 % |
| meca | linSVM (Danger) | 40.14 % | 76.11 % |
| teste | test_123 (Prohibitive) | 40.05 % | 76.31 % |
| mraouf.cairo.4 | Mandatory_13_19__1 (Mandatory) | 38.97 % | 90.98 % |
| Test | tmp__ (Prohibitive) | 38.4 % | 89.52 % |
| BGA2HAARHIST | BC 4 bins (Mandatory) | 37.47 % | 88.34 % |
| ShapeSaliency | ShapeSaliency (Danger) | 37.05 % | 82.35 % |
| INI-RTCV | HOG + LDA (Danger) | 35.94 % | 78.94 % |
| mraouf.mbd@gmail.com | Cascade_13_15 (Danger) | 35.91 % | 73.15 % |
| mraouf.cairo.1 | LBP_15_10 (Mandatory) | 35.67 % | 88.98 % |
| rapp@ | LDA-simpHOG (Prohibitive) | 35.51 % | 86.77 % |
| TestViola | TestViola_n3 (Prohibitive) | 34.02 % | 79.84 % |
| ducluu | lbp_with_filter (Prohibitive) | 33.81 % | 68.63 % |
| manikandanr | SSD single shot (Prohibitive) | 33.67 % | 91.19 % |
| wff | cnn1 (Danger) | 33 % | 85.45 % |
| BGA2HAARHIST | CS 3 bins (Mandatory) | 32.4 % | 89.17 % |
| mraouf.cairo.1 | Cascade_13_16 (Mandatory) | 32.37 % | 92.41 % |
| Junk | Junk2 (Prohibitive) | 32.3 % | 81.34 % |
| BGA2HAARHIST | BC4bins088-097 (Mandatory) | 31.85 % | 88.32 % |
| titonmoy | segunet-new (Mandatory) | 31.11 % | 76.59 % |
| ShapeSaliency | ShapeSaliency (Prohibitive) | 30.72 % | 85.97 % |
| INI-RTCV | Hough-like Voting Scheme (Danger) | 30.41 % | 68.06 % |
| meca | quadSVM (Danger) | 29.94 % | 74.82 % |
| gambiarra | HUMAN (Prohibitive) | 28.07 % | 79.79 % |
| BGA2HAARHIST | CS 4 bins new metric (Mandatory) | 27.88 % | 88.64 % |
| titonmoy | segunet (Mandatory) | 27.75 % | 81.93 % |
| mraouf.cairo.1 | Cascade_15_12 (Mandatory) | 27.36 % | 91.03 % |
| manikandanr | SSD native (Prohibitive) | 27.16 % | 85.98 % |
| bryandeng | intChn_multiscales_test (Danger) | 26.43 % | 80.36 % |
| INI-RTCV | Hough-like Voting Scheme (Prohibitive) | 26.09 % | 76.23 % |
| BGA2HAARHIST | CS 4 bins (Mandatory) | 25.06 % | 89.02 % |
| bryandeng | intChn_multiscales_softcascade (Danger) | 23.52 % | 80.05 % |
| D_escobar_V | HOG_Cascade2 (Prohibitive) | 23.47 % | 70.74 % |
| ducluu | hog_cascade (Prohibitive) | 23.46 % | 70.77 % |
| ducluu | hog_haar_lbp (Prohibitive) | 21.57 % | 70.33 % |
| Giannis | Filtered-LBP (Prohibitive) | 21.32 % | 68.71 % |
| BGA2HAARHIST | BC 3 bins (Mandatory) | 20.55 % | 88.82 % |
| mraouf.cairo.1 | 16_11_h (Mandatory) | 20.1 % | 90.39 % |
| TeamAachen | Cascade More Classes (Danger) | 20 % | 84.15 % |
| dragostej | hough (Prohibitive) | 19.57 % | 69.73 % |
| cover | cover4 (Prohibitive) | 18.81 % | 82.92 % |
| BGA2HAARHIST | test2nocheck (Mandatory) | 18.72 % | 89.62 % |
| BGA2HAARHIST | test2 (Mandatory) | 17.36 % | 89.2 % |
| D_escobar_V | HOG_Cascade (Prohibitive) | 15.13 % | 70.65 % |
| rapp@ | lda-hogc (Prohibitive) | 13.87 % | 79.86 % |
| meca | quad2SVM (Danger) | 13.15 % | 75 % |
| cover | cover3 (Prohibitive) | 12.87 % | 82.7 % |
| INI-RTCV | Hough-like Voting Scheme (Mandatory) | 12.86 % | 78.46 % |
| INI-RTCV | HOG + LDA (Mandatory) | 12.01 % | 77.05 % |
| yy | test3 (Danger) | 11.02 % | 67.68 % |
| matfer95317 | R-CNN4 (Prohibitive) | 10.44 % | 73.33 % |
| mraouf.cairo.3 | 13_20_101 (Danger) | 10.32 % | 83.11 % |
| mani | RCD3 (Mandatory) | 10.18 % | 74.68 % |
| bristoltsd | mser_hog2 (Prohibitive) | 9.46 % | 89.33 % |
| matfer95317 | R-CNN3 (Prohibitive) | 7.26 % | 74.32 % |
| TeamAachen | Cascade More Classes (Mandatory) | 6.48 % | 86.17 % |
| bristoltsd | mser_hog4 (Prohibitive) | 4.36 % | 90.83 % |
| BGA2HAARHIST | nofilter (Mandatory) | 4.13 % | 88.23 % |
| TeamAachen | Cascade More Classes2 (Prohibitive) | 2.82 % | 87.8 % |
| coder_mckee | YOLOv3 (Prohibitive) | 2.76 % | 74.65 % |
| TestViola | TestViola_n2 (Prohibitive) | 2.49 % | 78.54 % |
| ViolaJones Test | ViolaJones_test03 (Prohibitive) | 2.49 % | 78.54 % |
| TestViola | TestViola_n1 (Prohibitive) | 1.72 % | 78.4 % |
| dragostej | hough_transform (Prohibitive) | 0.35 % | 68.11 % |
| Giannis | viola (Prohibitive) | 0.35 % | 67.39 % |
| CheerfulElasticRoadrunner | ccnn (Prohibitive) | 0.01 % | 83.7 % |
| lcad | WNN-VGRAM (Danger) | 0 % | 82.41 % |
| rapp@ | lda-hogb (Danger) | 0 % | 69.49 % |
| mraouf.mbd@gmail.com | cascade2 (Prohibitive) | 0 % | 64.57 % |
| 231920@whut.edu.cn | test1 (Prohibitive) | 0 % | 0 % |
| BGA2HAARHIST | test (Mandatory) | 0 % | 0 % |
| CheerfulElasticRoadrunner | ccnn (Danger) | 0 % | 0 % |
| Eimer | hough (Prohibitive) | 0 % | 0 % |
| Giannis | RGB2R-Hough-Viola (Prohibitive) | 0 % | 0 % |
| Giannis | RGB2R-Hough-Viola2 (Prohibitive) | 0 % | 0 % |
| Junk | Junk12stages_tmp2 (Danger) | 0 % | 0 % |
| LCAD | WNN_VGRAM (Prohibitive) | 0 % | 0 % |
| My Test | 12 STAGES NEW (Prohibitive) | 0 % | 0 % |
| My Test | 12 STAGES NEW_ (Prohibitive) | 0 % | 0 % |
| My Test | NEW TEST (Prohibitive) | 0 % | 0 % |
| Schmitz | MSER&Shape (Prohibitive) | 0 % | 0 % |
| TeamAachen | Cascade More Classes (Prohibitive) | 0 % | 0 % |
| TeamAachen | SimpleCascade (Danger) | 0 % | 0 % |
| TeamAachen | SimpleCascade (Mandatory) | 0 % | 0 % |
| TeamAachen | SimpleCascade (Prohibitive) | 0 % | 0 % |
| Test | temp (Prohibitive) | 0 % | 0 % |
| Test | tmp_ (Prohibitive) | 0 % | 0 % |
| aag-us | YOLOv2 (Prohibitive) | 0 % | 0 % |
| aag-us | YOLOv2 fixed img names (Prohibitive) | 0 % | 0 % |
| aboltabol | aboltabol (Danger) | 0 % | 0 % |
| aboltabol | aboltabol (Mandatory) | 0 % | 0 % |
| aboltabol | aboltabol (Prohibitive) | 0 % | 0 % |
| aboltabol | aboltabol2 (Danger) | 0 % | 0 % |
| aboltabol | aboltabol2 (Mandatory) | 0 % | 0 % |
| aboltabol | aboltabol2 (Prohibitive) | 0 % | 0 % |
| glc12125 | test (Mandatory) | 0 % | 0 % |
| manikandanr | SSD native (Danger) | 0 % | 0 % |
| matfer95317 | R-CNN (Prohibitive) | 0 % | 0 % |
| matfer95317 | R-CNN2 (Prohibitive) | 0 % | 0 % |
| millan | tttt (Prohibitive) | 0 % | 0 % |
| mraouf.cairo.1 | Cascade_15_16 (Mandatory) | 0 % | 0 % |
| mraouf.cairo.3 | 13_20__1_01 (Danger) | 0 % | 0 % |
| mraouf.cairo.3 | 13_20__1_01__1_05 (Danger) | 0 % | 0 % |
| mraouf.mbd@gmail.com | Cascade Classifier (Prohibitive) | 0 % | 0 % |
| mraouf.mbd@gmail.com | Cascade_4 (Prohibitive) | 0 % | 0 % |
| neuroteam | colorboost+histeq+VJ (Mandatory) | 0 % | 0 % |
| neuroteam | colorboost+histeq+VJ (Prohibitive) | 0 % | 0 % |
| qcom | VSSD (Prohibitive) | 0 % | 0 % |
| qcom | VSSD2 (Prohibitive) | 0 % | 0 % |
| rapp@ | lda-hogb (Prohibitive) | 0 % | 0 % |
| rapp@ | test (Prohibitive) | 0 % | 0 % |
| rapp@ | test1 (Prohibitive) | 0 % | 0 % |
| rapp@ | test2 (Prohibitive) | 0 % | 0 % |
| s_trafficsign | deepLearning (Prohibitive) | 0 % | 0 % |
| schiffer_paessler | cnn10 (Mandatory) | 0 % | 0 % |
| schiffer_paessler | cnn10 (Prohibitive) | 0 % | 0 % |
| student.iat.tu-berlin.de | test example (Prohibitive) | 0 % | 0 % |
| uday | SVM + CONvolution (Mandatory) | 0 % | 0 % |
| yy | color+shape (Prohibitive) | 0 % | 0 % |
