Team System Type Accuracy [%] S/O S/M U/O U/M ---------------------------------------------------------------------------------------------------------------- xceska05_xkaret00_xmorbi00 gmm_audio_only A 78.80 94.35 75.00 80.00 53.33 3rd best acoustic system xceska05_xkaret00_xmorbi00 cnn_dense_image_only_FIXED I 50.68 80.24 47.98 28.33 17.50 xceska05_xkaret00_xmorbi00 merged_results_FIXED C 81.79 97.98 78.63 82.50 54.17 best other than xodehn09_xkosin09_xseipe00 xgajda06_xwawre00_xhladi23 cnn_res I 67.80 91.13 79.03 35.00 29.17 xgajda06_xwawre00_xhladi23 svm_voice_res A 3.26 3.23 3.23 3.33 3.33 xgaven08_xhlava50_xkluci01 CNN_image I 66.71 94.76 61.69 49.17 36.67 xgaven08_xhlava50_xkluci01 NN_audio A 2.85 4.03 2.82 2.50 0.83 xgeffe00_xdokou14_xkaspa48 average_all C 74.86 92.74 78.23 60.00 45.83 xgeffe00_xdokou14_xkaspa48 average_gmm_audio_cnn C 70.11 89.92 72.98 55.00 38.33 xgeffe00_xdokou14_xkaspa48 average_gmm_cnn I 73.10 91.94 77.02 58.33 40.83 xgeffe00_xdokou14_xkaspa48 cnn_prob_table I 66.30 85.08 72.18 45.00 36.67 xgeffe00_xdokou14_xkaspa48 gmm_audio_prob_table A 45.24 64.11 29.44 59.17 25.00 xgeffe00_xdokou14_xkaspa48 gmm_image_prob_table I 62.91 83.06 70.56 32.50 35.83 xgeffe00_xdokou14_xkaspa48 svm_prob_table I 64.67 85.89 75.00 34.17 30.00 xhudak03_xmracn00_xpleva07 combined_averages C 76.90 93.95 91.53 48.33 40.00 xhudak03_xmracn00_xpleva07 combined_compares C 76.09 93.55 90.73 45.83 40.00 xhudak03_xmracn00_xpleva07 combined_products C 79.76 94.35 91.53 57.50 47.50 xhudak03_xmracn00_xpleva07 photo_neural I 76.09 93.55 90.73 45.83 40.00 xhudak03_xmracn00_xpleva07 voice_gmm A 54.08 85.89 33.06 63.33 22.50 xkalaz00_xtakac07_xbartk07 audio_nn A 51.90 79.44 35.08 60.83 20.83 xkalaz00_xtakac07_xbartk07 image_cnn I 78.80 89.52 83.06 69.17 57.50 xkleme15 audio_gmm A 72.96 87.10 66.13 77.50 53.33 xkleme15 image_cnn_bacc I 79.89 97.18 80.24 67.50 55.83 xkleme15 image_cnn_bloss I 80.71 97.18 79.84 70.83 58.33 best image system on unseen sessions xkleme15 (fusion by burget) image_cnn_bloss+audio_gmm_norm C 87.77 99.60 86.69 85.00 68.33 xkyjon00 cnn I 69.43 78.23 74.19 58.33 52.50 xkyjon00 mel_cnn A 51.77 62.10 47.58 55.00 35.83 xlamac01_xpomyk04 audio_eval_file A 69.16 96.37 48.79 80.83 43.33 xlamac01_xpomyk04 images_eval_results I 64.13 83.06 75.00 34.17 32.50 xmicha79_xstane45 audio_lda_svc A 47.28 84.27 23.39 55.83 11.67 xmicha79_xstane45 combined_cnn_lda_svc C 71.60 95.56 73.79 55.00 34.17 xmicha79_xstane45 image_cnn I 68.61 93.15 70.56 49.17 33.33 xmudro04 gmm_result_log A 69.97 85.08 61.69 74.17 51.67 xmudro04 lenet_result_log I 62.09 81.45 69.76 36.67 31.67 xmudro04 resnet_result_log I 61.41 82.66 68.15 35.83 29.17 xodehn09_xkosin09_xseipe00 audio_05_GMM_05_SVC A 87.64 98.79 84.27 90.00 69.17 best audio system xodehn09_xkosin09_xseipe00 audio_GMM A 83.97 95.97 80.24 84.17 66.67 best audio single system? xodehn09_xkosin09_xseipe00 combined_025_SVC_030_GMM_045_ResNet18 C 92.26 100.00 91.53 97.50 72.50 2nd best xodehn09_xkosin09_xseipe00 combined_030_SVC_035_GMM_035_ResNet18 C 93.48 100.00 93.55 97.50 75.83 best system; very nice I+A fusion xodehn09_xkosin09_xseipe00 image_ResNet18 I 81.39 99.19 83.87 67.50 53.33 best image system xpalka07 faces_CNN I 79.21 96.77 77.82 70.83 54.17 xpalka07 faces_jk_CNN I 74.86 91.94 70.97 68.33 54.17 xpalka07 voice_GMM A 75.82 92.74 70.56 79.17 48.33 xpalka07 voice_kf_GMM A 78.53 92.34 72.18 84.17 57.50 xpalka07 fused_W_0_70 C 78.80 95.16 73.39 77.50 57.50 xpalka07 (fusion by burget) voice_kf_GMM+faces_CNN C 86.55 99.60 80.24 90.83 68.33 xsokol15 results C 72.96 94.35 66.13 67.50 48.33 xvaloo00_xberez03 audio_gmm A 56.93 87.90 35.08 71.67 23.33 xvaloo00_xberez03 images_cnn_error I 2.58 0.00 1.21 7.50 5.83 xvaloo00_xberez03 images_cnn I 72.01 90.32 74.19 60.00 41.67