method,step,ser semantic,0,0.9009765625 semantic,500,0.6244140625 semantic,1000,0.5520182291666667 semantic,1500,0.4524739583333333 semantic,2000,0.33196614583333334 semantic,2500,0.259765625 semantic,3000,0.21471354166666667 semantic,3500,0.19192708333333333 semantic,4000,0.17024739583333334 semantic,4500,0.14934895833333334 semantic,5000,0.1462890625 semantic,5500,0.13203125 semantic,6000,0.11979166666666667 semantic,6500,0.11809895833333334 semantic,7000,0.10872395833333333 semantic,7500,0.10078125 semantic,8000,0.0984375 semantic,8500,0.09563802083333334 semantic,9000,0.0904296875 semantic,9500,0.084765625 semantic,10000,0.07994791666666666 semantic_tf,0,0.8890625 semantic_tf,500,0.63671875 semantic_tf,1000,0.56953125 semantic_tf,1500,0.47630208333333335 semantic_tf,2000,0.38326822916666664 semantic_tf,2500,0.33587239583333334 semantic_tf,3000,0.3083984375 semantic_tf,3500,0.2765625 semantic_tf,4000,0.245703125 semantic_tf,4500,0.21204427083333333 semantic_tf,5000,0.18294270833333334 semantic_tf,5500,0.17838541666666666 semantic_tf,6000,0.15852864583333334 semantic_tf,6500,0.158984375 semantic_tf,7000,0.1466796875 semantic_tf,7500,0.14733072916666667 semantic_tf,8000,0.13990885416666668 semantic_tf,8500,0.12350260416666667 semantic_tf,9000,0.1166015625 semantic_tf,9500,0.12024739583333334 semantic_tf,10000,0.10501302083333333 semantic_ae,0,0.9024739583333333 semantic_ae,500,0.658203125 semantic_ae,1000,0.6228515625 semantic_ae,1500,0.6057291666666667 semantic_ae,2000,0.5608723958333334 semantic_ae,2500,0.503515625 semantic_ae,3000,0.4469401041666667 semantic_ae,3500,0.4055989583333333 semantic_ae,4000,0.34205729166666665 semantic_ae,4500,0.2892578125 semantic_ae,5000,0.2609375 semantic_ae,5500,0.22161458333333334 semantic_ae,6000,0.20826822916666668 semantic_ae,6500,0.19466145833333334 semantic_ae,7000,0.17571614583333334 semantic_ae,7500,0.15787760416666666 semantic_ae,8000,0.15143229166666666 semantic_ae,8500,0.1470703125 semantic_ae,9000,0.13880208333333333 semantic_ae,9500,0.13404947916666668 semantic_ae,10000,0.12194010416666666 semantic_maml_pre,0,0.901171875 semantic_maml_pre,500,0.6270182291666667 semantic_maml_pre,1000,0.558984375 semantic_maml_pre,1500,0.4520182291666667 semantic_maml_pre,2000,0.3409505208333333 semantic_maml_pre,2500,0.27239583333333334 semantic_maml_pre,3000,0.22682291666666668 semantic_maml_pre,3500,0.21061197916666666 semantic_maml_pre,4000,0.18743489583333334 semantic_maml_pre,4500,0.1646484375 semantic_maml_pre,5000,0.14342447916666667 semantic_maml_pre,5500,0.13248697916666666 semantic_maml_pre,6000,0.122265625 semantic_maml_pre,6500,0.11985677083333333 semantic_maml_pre,7000,0.10904947916666667 semantic_maml_pre,7500,0.10865885416666667