stage1_comparison_table.csv

Config,test_R@5,val_R@5,test_R@10,val_R@10,test_R@20,val_R@20,test_R@30,val_R@30,test_R@50,val_R@50,test_R@75,val_R@75,test_R@100,val_R@100,test_R@140,val_R@140,test_R@200,val_R@200,test_MinK,val_MinK,Avg_ms/query,Throughput(q/s)
sbert+sbert_ft+tfidf_w + comp,0.7610241820768137,0.6878378378378378,0.8378378378378378,0.7709459459459459,0.8947368421052632,0.8391891891891892,0.9217638691322901,0.870945945945946,0.9530583214793741,0.9081081081081082,0.9630156472261735,0.9310810810810811,0.9644381223328592,0.9459459459459459,0.968705547652916,0.9547297297297297,0.9786628733997155,0.9608108108108108,50,140,67.68056934995693,14.78
sbert+sbert_ft+tfidf_c + comp,0.7880512091038406,0.7067567567567568,0.8492176386913229,0.7810810810810811,0.89900426742532,0.8445945945945946,0.9203413940256046,0.8736486486486487,0.9544807965860598,0.9094594594594595,0.968705547652916,0.9331081081081081,0.9701280227596017,0.9432432432432433,0.972972972972973,0.9547297297297297,0.9800853485064012,0.9628378378378378,50,140,159.84319329995978,6.26
sbert+sbert_ft+bm25 + comp,0.7581792318634424,0.6817567567567567,0.829302987197724,0.7567567567567568,0.887624466571835,0.8283783783783784,0.9174964438122333,0.8655405405405405,0.9502133712660028,0.9054054054054054,0.9559032716927454,0.9277027027027027,0.9601706970128022,0.9412162162162162,0.9672830725462305,0.9506756756756757,0.9786628733997155,0.9614864864864865,50,140,180.87190819997213,5.53
sbert+sbert_ft + comp,0.7724039829302988,0.6878378378378378,0.8421052631578947,0.7662162162162162,0.8862019914651493,0.8297297297297297,0.9246088193456614,0.8662162162162163,0.9416785206258891,0.9081081081081082,0.9544807965860598,0.9283783783783783,0.9644381223328592,0.9378378378378378,0.9701280227596017,0.947972972972973,0.9772403982930299,0.9628378378378378,75,200,60.33320884999066,16.57
sbert_ft+tfidf_c + comp,0.7553342816500711,0.6966216216216217,0.8435277382645804,0.7675675675675676,0.8890469416785206,0.8439189189189189,0.9231863442389758,0.8777027027027027,0.9416785206258891,0.9162162162162162,0.9601706970128022,0.9391891891891891,0.968705547652916,0.947972972972973,0.9743954480796586,0.9601351351351352,0.9786628733997155,0.970945945945946,75,140,130.06354629999586,7.69
sbert+sbert_ft+tfidf_w,0.7411095305832148,0.6790540540540541,0.8278805120910384,0.7493243243243243,0.887624466571835,0.8243243243243243,0.9174964438122333,0.8581081081081081,0.9359886201991465,0.897972972972973,0.9544807965860598,0.922972972972973,0.9601706970128022,0.9364864864864865,0.9701280227596017,0.9493243243243243,0.9758179231863442,0.9547297297297297,75,200,67.58056934995693,14.8
sbert+sbert_ft+tfidf_c,0.7681365576102418,0.6878378378378378,0.8392603129445235,0.7621621621621621,0.8918918918918919,0.8337837837837838,0.9160739687055477,0.8608108108108108,0.9359886201991465,0.8952702702702703,0.9630156472261735,0.9263513513513514,0.9701280227596017,0.9391891891891891,0.972972972972973,0.9472972972972973,0.9772403982930299,0.9567567567567568,75,200,159.74319329995978,6.26
sbert_ft+tfidf_w + comp,0.7297297297297297,0.6716216216216216,0.813655761024182,0.7493243243243243,0.883357041251778,0.822972972972973,0.9132290184921764,0.870945945945946,0.9402560455192034,0.9108108108108108,0.9559032716927454,0.9358108108108109,0.9601706970128022,0.9452702702702702,0.9715504978662873,0.9567567567567568,0.9743954480796586,0.9675675675675676,75,140,37.90092234999302,26.38
sbert_ft + comp,0.8008534850640113,0.7202702702702702,0.8549075391180654,0.8054054054054054,0.8805120910384068,0.8702702702702703,0.9118065433854907,0.8871621621621621,0.9431009957325747,0.9175675675675675,0.9587482219061166,0.9398648648648649,0.9644381223328592,0.952027027027027,0.9701280227596017,0.9621621621621622,0.9800853485064012,0.9695945945945946,75,100,30.553561850026746,32.73
sbert+sbert_ft+tfidf_c+tfidf_w + comp,0.7624466571834992,0.6837837837837838,0.8307254623044097,0.7675675675675676,0.887624466571835,0.8277027027027027,0.9118065433854907,0.8635135135135135,0.9445234708392604,0.8925675675675676,0.9630156472261735,0.922972972972973,0.968705547652916,0.9364864864864865,0.9701280227596017,0.9513513513513514,0.972972972972973,0.9594594594594594,75,140,167.19055379992605,5.98
sbert+sbert_ft+bm25,0.7382645803698435,0.6581081081081082,0.8150782361308677,0.7337837837837838,0.8819345661450925,0.8168918918918919,0.9089615931721194,0.852027027027027,0.9317211948790897,0.8912162162162162,0.9516358463726885,0.9155405405405406,0.9587482219061166,0.9331081081081081,0.9658605974395448,0.9466216216216217,0.9743954480796586,0.952027027027027,75,200,180.77190819997213,5.53
sbert_ft+bm25 + comp,0.7126600284495022,0.6547297297297298,0.7880512091038406,0.7385135135135135,0.8691322901849218,0.8108108108108109,0.9075391180654339,0.8581081081081081,0.9345661450924608,0.9067567567567567,0.9502133712660028,0.9317567567567567,0.9559032716927454,0.9418918918918919,0.968705547652916,0.9567567567567568,0.9758179231863442,0.9662162162162162,75,140,151.0922612000082,6.62
sbert+sbert_ft+bm25+tfidf_c + comp,0.7453769559032717,0.6824324324324325,0.8321479374110953,0.7560810810810811,0.887624466571835,0.8175675675675675,0.9075391180654339,0.8574324324324324,0.9388335704125178,0.8945945945945946,0.9587482219061166,0.918918918918919,0.968705547652916,0.9358108108108109,0.9701280227596017,0.9493243243243243,0.9743954480796586,0.9594594594594594,75,200,280.3818926499413,3.57
sbert_ft+tfidf_c,0.7453769559032717,0.6804054054054054,0.8307254623044097,0.7554054054054054,0.8762446657183499,0.827027027027027,0.9061166429587483,0.8614864864864865,0.9388335704125178,0.9027027027027027,0.9530583214793741,0.9337837837837838,0.9644381223328592,0.9439189189189189,0.968705547652916,0.9540540540540541,0.9758179231863442,0.9608108108108108,75,140,129.96354629999587,7.69
sbert+sbert_ft,0.7780938833570412,0.675,0.833570412517781,0.7560810810810811,0.8819345661450925,0.8182432432432433,0.9046941678520626,0.8506756756756757,0.9345661450924608,0.8972972972972973,0.9530583214793741,0.9243243243243243,0.9615931721194879,0.9337837837837838,0.9658605974395448,0.9425675675675675,0.9772403982930299,0.956081081081081,75,200,60.23320884999066,16.6
sbert+sbert_ft+tfidf_c+tfidf_w,0.7510668563300142,0.6709459459459459,0.8150782361308677,0.7513513513513513,0.8819345661450925,0.8182432432432433,0.9046941678520626,0.8466216216216216,0.9317211948790897,0.8885135135135135,0.9530583214793741,0.9074324324324324,0.9644381223328592,0.925,0.9701280227596017,0.9391891891891891,0.9758179231863442,0.9533783783783784,75,200,167.09055379992606,5.98
sbert+sbert_ft+bm25+tfidf_w + comp,0.7396870554765291,0.6648648648648648,0.8036984352773826,0.7445945945945946,0.871977240398293,0.8027027027027027,0.8947368421052632,0.8432432432432433,0.9374110953058321,0.8878378378378379,0.9559032716927454,0.9168918918918919,0.9630156472261735,0.9337837837837838,0.9644381223328592,0.947972972972973,0.9701280227596017,0.9567567567567568,75,200,188.2192686999384,5.31
sbert_ft,0.7951635846372689,0.6959459459459459,0.8406827880512091,0.7858108108108108,0.887624466571835,0.8527027027027027,0.9061166429587483,0.8702702702702703,0.930298719772404,0.9101351351351351,0.9487908961593172,0.925,0.9587482219061166,0.9412162162162162,0.9672830725462305,0.9506756756756757,0.9743954480796586,0.9641891891891892,100,140,30.453561850026745,32.84
sbert_ft+tfidf_w,0.7069701280227596,0.6614864864864864,0.7937411095305832,0.7378378378378379,0.8634423897581792,0.8101351351351351,0.9046941678520626,0.8547297297297297,0.9317211948790897,0.897972972972973,0.9445234708392604,0.9310810810810811,0.957325746799431,0.9398648648648649,0.9672830725462305,0.95,0.9743954480796586,0.9601351351351352,100,140,37.800922349993016,26.45
sbert+tfidf_c + comp,0.7368421052631579,0.6560810810810811,0.817923186344239,0.7358108108108108,0.8762446657183499,0.7972972972972973,0.89900426742532,0.8344594594594594,0.9246088193456614,0.8641891891891892,0.9416785206258891,0.8831081081081081,0.9559032716927454,0.9013513513513514,0.9615931721194879,0.9175675675675675,0.9672830725462305,0.9310810810810811,100,>200,129.38963144993303,7.73
sbert+sbert_ft+bm25+tfidf_c,0.7339971550497866,0.6675675675675675,0.8008534850640113,0.7418918918918919,0.8790896159317212,0.8067567567567567,0.8961593172119487,0.8391891891891892,0.9317211948790897,0.8837837837837837,0.9459459459459459,0.9081081081081082,0.9630156472261735,0.9243243243243243,0.9701280227596017,0.9398648648648649,0.972972972972973,0.9506756756756757,100,200,280.28189264994126,3.57
sbert_ft+bm25,0.6955903271692745,0.6445945945945946,0.7709815078236131,0.7155405405405405,0.844950213371266,0.7844594594594595,0.8933143669985776,0.8358108108108108,0.930298719772404,0.8878378378378379,0.9374110953058321,0.925,0.9516358463726885,0.9378378378378378,0.9615931721194879,0.9459459459459459,0.9701280227596017,0.956081081081081,100,200,150.99226120000822,6.62
sbert_ft+tfidf_c+tfidf_w + comp,0.7297297297297297,0.6716216216216216,0.7965860597439545,0.7391891891891892,0.8549075391180654,0.8,0.8904694167852063,0.8324324324324325,0.9231863442389758,0.8817567567567568,0.9445234708392604,0.9162162162162162,0.9559032716927454,0.9371621621621622,0.9644381223328592,0.95,0.9772403982930299,0.9608108108108108,100,140,137.41090679996213,7.28
ALL + comp,0.7396870554765291,0.6682432432432432,0.8008534850640113,0.7364864864864865,0.8605974395448079,0.7952702702702703,0.8904694167852063,0.8364864864864865,0.9260312944523471,0.8763513513513513,0.9459459459459459,0.9081081081081082,0.9615931721194879,0.925,0.9658605974395448,0.9432432432432433,0.9701280227596017,0.9547297297297297,100,200,287.72925314990755,3.48
sbert+sbert_ft+bm25+tfidf_w,0.7254623044096729,0.6547297297297298,0.7766714082503556,0.727027027027027,0.8549075391180654,0.7878378378378378,0.8890469416785206,0.8256756756756757,0.9246088193456614,0.875,0.9431009957325747,0.9033783783783784,0.9544807965860598,0.9182432432432432,0.9615931721194879,0.9344594594594594,0.9701280227596017,0.9513513513513514,100,200,188.1192686999384,5.32
sbert_ft+bm25+tfidf_c + comp,0.7183499288762447,0.6574324324324324,0.786628733997155,0.7283783783783784,0.8534850640113798,0.7885135135135135,0.8862019914651493,0.8243243243243243,0.9217638691322901,0.8797297297297297,0.9388335704125178,0.9162162162162162,0.957325746799431,0.9351351351351351,0.9644381223328592,0.9472972972972973,0.9758179231863442,0.9608108108108108,100,200,250.60224564997733,3.99
sbert+tfidf_c,0.7183499288762447,0.6378378378378379,0.8008534850640113,0.7168918918918918,0.8620199146514936,0.7797297297297298,0.887624466571835,0.8195945945945946,0.9203413940256046,0.852027027027027,0.9345661450924608,0.8736486486486487,0.9445234708392604,0.8858108108108108,0.957325746799431,0.9081081081081082,0.9658605974395448,0.925,140,>200,129.28963144993304,7.73
sbert + comp,0.7197724039829303,0.6364864864864865,0.8036984352773826,0.7141891891891892,0.844950213371266,0.7702702702702703,0.8847795163584637,0.8081081081081081,0.9132290184921764,0.8493243243243244,0.9288762446657184,0.879054054054054,0.9416785206258891,0.8945945945945946,0.9587482219061166,0.9148648648648648,0.9658605974395448,0.9283783783783783,140,>200,29.879646999963917,33.47
sbert+tfidf_w + comp,0.7226173541963016,0.6405405405405405,0.7852062588904695,0.7216216216216216,0.8506401137980085,0.7837837837837838,0.883357041251778,0.8195945945945946,0.9174964438122333,0.8608108108108108,0.9359886201991465,0.8810810810810811,0.9445234708392604,0.8952702702702703,0.9544807965860598,0.9148648648648648,0.9658605974395448,0.927027027027027,140,>200,37.22700749993019,26.86
ALL,0.7211948790896159,0.6506756756756756,0.7852062588904695,0.7236486486486486,0.844950213371266,0.7837837837837838,0.8790896159317212,0.8202702702702702,0.914651493598862,0.8621621621621621,0.9359886201991465,0.8945945945945946,0.9445234708392604,0.9087837837837838,0.9658605974395448,0.9297297297297298,0.9715504978662873,0.9432432432432433,140,>200,287.6292531499075,3.48
sbert_ft+tfidf_c+tfidf_w,0.7112375533428165,0.65,0.7880512091038406,0.7256756756756757,0.8378378378378378,0.7878378378378378,0.8762446657183499,0.8175675675675675,0.9118065433854907,0.8628378378378379,0.9374110953058321,0.904054054054054,0.9487908961593172,0.9243243243243243,0.9615931721194879,0.9432432432432433,0.9743954480796586,0.9540540540540541,140,200,137.31090679996214,7.28
sbert_ft+bm25+tfidf_c,0.6998577524893315,0.6445945945945946,0.7709815078236131,0.7155405405405405,0.8406827880512091,0.777027027027027,0.8733997155049786,0.8081081081081081,0.9046941678520626,0.8574324324324324,0.9288762446657184,0.9006756756756756,0.9459459459459459,0.9222972972972973,0.9559032716927454,0.9398648648648649,0.9715504978662873,0.952027027027027,140,200,250.50224564997734,3.99
sbert+tfidf_w,0.705547652916074,0.6256756756756757,0.7667140825035562,0.7047297297297297,0.8392603129445235,0.7648648648648648,0.871977240398293,0.8081081081081081,0.903271692745377,0.8472972972972973,0.9317211948790897,0.8763513513513513,0.9416785206258891,0.8864864864864865,0.9502133712660028,0.9033783783783784,0.9587482219061166,0.9216216216216216,140,>200,37.12700749993019,26.93
sbert+tfidf_c+tfidf_w + comp,0.7283072546230441,0.6472972972972973,0.7894736842105263,0.7243243243243244,0.8364153627311522,0.7824324324324324,0.8691322901849218,0.8155405405405406,0.9061166429587483,0.852027027027027,0.9345661450924608,0.879054054054054,0.9487908961593172,0.8966216216216216,0.957325746799431,0.9128378378378378,0.9644381223328592,0.9310810810810811,140,>200,136.7369919498993,7.31
sbert+bm25+tfidf_c + comp,0.7240398293029872,0.6412162162162162,0.786628733997155,0.7101351351351352,0.8364153627311522,0.7736486486486487,0.8634423897581792,0.802027027027027,0.9046941678520626,0.845945945945946,0.9317211948790897,0.875,0.9445234708392604,0.893918918918919,0.9559032716927454,0.9087837837837838,0.9615931721194879,0.9263513513513514,140,>200,249.9283307999145,4.0
sbert+tfidf_c+tfidf_w,0.6998577524893315,0.6256756756756757,0.7780938833570412,0.706081081081081,0.8264580369843528,0.7641891891891892,0.8634423897581792,0.8033783783783783,0.8904694167852063,0.8385135135135136,0.9231863442389758,0.8668918918918919,0.9416785206258891,0.8817567567567568,0.9502133712660028,0.9013513513513514,0.9601706970128022,0.9155405405405406,140,>200,136.6369919498993,7.32
sbert_ft+bm25+tfidf_c+tfidf_w + comp,0.701280227596017,0.6418918918918919,0.7624466571834992,0.7094594594594594,0.8250355618776671,0.7648648648648648,0.8563300142247511,0.8006756756756757,0.8918918918918919,0.8472972972972973,0.9246088193456614,0.8864864864864865,0.9445234708392604,0.9182432432432432,0.9559032716927454,0.9371621621621622,0.9658605974395448,0.9506756756756757,140,200,257.94960614994363,3.88
sbert_ft+bm25+tfidf_w + comp,0.6955903271692745,0.6432432432432432,0.7567567567567568,0.7121621621621622,0.813655761024182,0.7641891891891892,0.8477951635846372,0.793918918918919,0.903271692745377,0.8581081081081081,0.930298719772404,0.9067567567567567,0.9445234708392604,0.9263513513513514,0.957325746799431,0.9398648648648649,0.9658605974395448,0.9574324324324325,140,200,158.43962169997448,6.31
sbert+bm25+tfidf_c+tfidf_w + comp,0.705547652916074,0.6277027027027027,0.7638691322901849,0.7054054054054054,0.813655761024182,0.7527027027027027,0.8435277382645804,0.7864864864864864,0.8805120910384068,0.8317567567567568,0.9089615931721194,0.8628378378378379,0.9345661450924608,0.8858108108108108,0.9502133712660028,0.9027027027027027,0.9587482219061166,0.9222972972972973,140,>200,257.2756912998808,3.89
sbert+bm25 + comp,0.7083926031294452,0.6195945945945946,0.7724039829302988,0.702027027027027,0.8463726884779517,0.7709459459459459,0.8819345661450925,0.8067567567567567,0.9061166429587483,0.8527027027027027,0.9246088193456614,0.8763513513513513,0.9374110953058321,0.8878378378378379,0.9473684210526315,0.9121621621621622,0.9630156472261735,0.9243243243243243,200,>200,150.41834634994538,6.65
sbert,0.7126600284495022,0.6128378378378379,0.7880512091038406,0.6891891891891891,0.8378378378378378,0.754054054054054,0.8705547652916074,0.7871621621621622,0.9004267425320057,0.8202702702702702,0.9160739687055477,0.8513513513513513,0.9288762446657184,0.870945945945946,0.9459459459459459,0.8918918918918919,0.9530583214793741,0.9101351351351351,200,>200,29.779646999963916,33.58
sbert+bm25,0.6970128022759602,0.5993243243243244,0.7539118065433855,0.6858108108108109,0.8236130867709816,0.75,0.8662873399715505,0.7925675675675675,0.89900426742532,0.8344594594594594,0.9217638691322901,0.8682432432432432,0.9274537695590327,0.8817567567567568,0.9359886201991465,0.9006756756756756,0.9516358463726885,0.9148648648648648,200,>200,150.3183463499454,6.65
sbert+bm25+tfidf_c,0.7027027027027027,0.6189189189189189,0.7652916073968705,0.7013513513513514,0.8236130867709816,0.7527027027027027,0.8520625889046942,0.7858108108108108,0.8918918918918919,0.8290540540540541,0.9118065433854907,0.8628378378378379,0.9374110953058321,0.8817567567567568,0.9459459459459459,0.8993243243243243,0.9587482219061166,0.9121621621621622,200,>200,249.8283307999145,4.0
sbert_ft+bm25+tfidf_c+tfidf_w,0.6827880512091038,0.6297297297297297,0.7396870554765291,0.6918918918918919,0.8122332859174964,0.7493243243243243,0.8463726884779517,0.7891891891891892,0.8847795163584637,0.8351351351351352,0.9103840682788051,0.8601351351351352,0.9246088193456614,0.8885135135135135,0.9445234708392604,0.922972972972973,0.9601706970128022,0.9418918918918919,200,>200,257.8496061499436,3.88
sbert_ft+bm25+tfidf_w,0.6799431009957326,0.6351351351351351,0.7496443812233285,0.697972972972973,0.7965860597439545,0.7479729729729729,0.833570412517781,0.7831081081081082,0.8790896159317212,0.8243243243243243,0.9174964438122333,0.8837837837837837,0.9374110953058321,0.9135135135135135,0.9487908961593172,0.9344594594594594,0.9615931721194879,0.9493243243243243,200,>200,158.3396216999745,6.32
sbert+bm25+tfidf_w + comp,0.6970128022759602,0.6162162162162163,0.7539118065433855,0.6972972972972973,0.7980085348506402,0.7520270270270271,0.8321479374110953,0.7783783783783784,0.8805120910384068,0.8222972972972973,0.9174964438122333,0.8594594594594595,0.930298719772404,0.8858108108108108,0.9431009957325747,0.9013513513513514,0.9587482219061166,0.9216216216216216,200,>200,157.76570684991165,6.34
sbert+bm25+tfidf_c+tfidf_w,0.6870554765291608,0.6121621621621621,0.7411095305832148,0.6858108108108109,0.7994310099573257,0.7378378378378379,0.8321479374110953,0.7763513513513514,0.8705547652916074,0.8162162162162162,0.9004267425320057,0.8486486486486486,0.914651493598862,0.8682432432432432,0.9317211948790897,0.8891891891891892,0.9516358463726885,0.9067567567567567,200,>200,257.1756912998808,3.89
sbert+bm25+tfidf_w,0.6799431009957326,0.6047297297297297,0.7439544807965861,0.6810810810810811,0.786628733997155,0.7405405405405405,0.8165007112375533,0.7662162162162162,0.8620199146514936,0.8074324324324325,0.8918918918918919,0.8405405405405405,0.918918918918919,0.8729729729729729,0.9359886201991465,0.8918918918918919,0.9459459459459459,0.9087837837837838,>200,>200,157.66570684991166,6.34
tfidf_c + comp,0.6344238975817923,0.5824324324324325,0.7140825035561877,0.6554054054054054,0.7823613086770982,0.7236486486486486,0.8150782361308677,0.7628378378378379,0.8477951635846372,0.8135135135135135,0.8733997155049786,0.8439189189189189,0.8961593172119487,0.8608108108108108,0.918918918918919,0.8783783783783784,0.9374110953058321,0.902027027027027,>200,>200,99.60998444996912,10.04
bm25+tfidf_c + comp,0.6372688477951636,0.5587837837837838,0.7027027027027027,0.629054054054054,0.7596017069701281,0.7033783783783784,0.7994310099573257,0.7466216216216216,0.844950213371266,0.7885135135135135,0.871977240398293,0.8195945945945946,0.8890469416785206,0.8391891891891892,0.9004267425320057,0.8587837837837838,0.918918918918919,0.8817567567567568,>200,>200,220.1486837999506,4.54
tfidf_c+tfidf_w + comp,0.6244665718349929,0.572972972972973,0.7027027027027027,0.6486486486486487,0.7709815078236131,0.7087837837837838,0.7994310099573257,0.7452702702702703,0.8506401137980085,0.8006756756756757,0.8733997155049786,0.8297297297297297,0.8933143669985776,0.8493243243243244,0.9061166429587483,0.8722972972972973,0.9231863442389758,0.8912162162162162,>200,>200,106.95734494993539,9.35
tfidf_c,0.5931721194879089,0.5594594594594594,0.6870554765291608,0.6263513513513513,0.7496443812233285,0.6905405405405406,0.7980085348506402,0.7297297297297297,0.8392603129445235,0.7675675675675676,0.8691322901849218,0.8040540540540541,0.883357041251778,0.8263513513513514,0.8947368421052632,0.8506756756756757,0.9103840682788051,0.875,>200,>200,99.50998444996912,10.05
bm25+tfidf_c+tfidf_w + comp,0.6216216216216216,0.5628378378378378,0.7083926031294452,0.6358108108108108,0.7567567567567568,0.7047297297297297,0.7923186344238976,0.7398648648648649,0.8392603129445235,0.7810810810810811,0.8620199146514936,0.8209459459459459,0.8847795163584637,0.8432432432432433,0.9004267425320057,0.8608108108108108,0.9118065433854907,0.8824324324324324,>200,>200,227.49604429991686,4.4
bm25+tfidf_c,0.5931721194879089,0.5405405405405406,0.6813655761024182,0.6087837837837838,0.7467994310099573,0.6898648648648649,0.7880512091038406,0.7290540540540541,0.829302987197724,0.7709459459459459,0.8563300142247511,0.802027027027027,0.8776671408250356,0.8236486486486486,0.8961593172119487,0.845945945945946,0.9089615931721194,0.8682432432432432,>200,>200,220.0486837999506,4.54
tfidf_c+tfidf_w,0.5903271692745377,0.5554054054054054,0.6742532005689901,0.6256756756756757,0.7553342816500711,0.6939189189189189,0.7880512091038406,0.7297297297297297,0.8392603129445235,0.7810810810810811,0.8620199146514936,0.8182432432432433,0.8862019914651493,0.8378378378378378,0.89900426742532,0.8581081081081081,0.9160739687055477,0.8783783783783784,>200,>200,106.8573449499354,9.36
bm25+tfidf_c+tfidf_w,0.6017069701280228,0.5540540540540541,0.6770981507823614,0.6135135135135135,0.7439544807965861,0.6885135135135135,0.7795163584637269,0.727027027027027,0.8221906116642959,0.7641891891891892,0.8477951635846372,0.8040540540540541,0.8648648648648649,0.822972972972973,0.8904694167852063,0.8486486486486486,0.9103840682788051,0.8655405405405405,>200,>200,227.39604429991687,4.4
bm25+tfidf_w + comp,0.6002844950213371,0.5418918918918919,0.6742532005689901,0.6108108108108108,0.7254623044096729,0.6790540540540541,0.7624466571834992,0.7155405405405405,0.8008534850640113,0.7560810810810811,0.8321479374110953,0.7898648648648648,0.8549075391180654,0.8128378378378378,0.8677098150782361,0.831081081081081,0.8904694167852063,0.8506756756756757,>200,>200,127.98605984994774,7.81
tfidf_w + comp,0.5718349928876245,0.5398648648648648,0.6600284495021337,0.6141891891891892,0.7211948790896159,0.6939189189189189,0.7596017069701281,0.727027027027027,0.8036984352773826,0.7716216216216216,0.833570412517781,0.7986486486486486,0.8477951635846372,0.8168918918918919,0.8634423897581792,0.8344594594594594,0.8776671408250356,0.8601351351351352,>200,>200,7.447360499966271,134.28
bm25 + comp,0.6017069701280228,0.522972972972973,0.6714082503556188,0.5993243243243244,0.7283072546230441,0.6702702702702703,0.7567567567567568,0.7067567567567568,0.8036984352773826,0.7581081081081081,0.8236130867709816,0.7864864864864864,0.8406827880512091,0.8074324324324325,0.8634423897581792,0.8297297297297297,0.8933143669985776,0.856081081081081,>200,>200,120.63869934998147,8.29
bm25+tfidf_w,0.5732574679943101,0.5168918918918919,0.6500711237553343,0.5878378378378378,0.7083926031294452,0.6682432432432432,0.7539118065433855,0.706081081081081,0.7852062588904695,0.7412162162162163,0.8193456614509246,0.775,0.8378378378378378,0.797972972972973,0.8577524893314367,0.8189189189189189,0.8733997155049786,0.8344594594594594,>200,>200,127.88605984994774,7.82
tfidf_w,0.5305832147937412,0.5054054054054054,0.6130867709815079,0.5790540540540541,0.6842105263157895,0.6527027027027027,0.7425320056899004,0.6925675675675675,0.7809388335704125,0.7452702702702703,0.8165007112375533,0.7763513513513514,0.8378378378378378,0.7959459459459459,0.8634423897581792,0.8175675675675675,0.883357041251778,0.8445945945945946,>200,>200,7.347360499966271,136.1
bm25,0.5732574679943101,0.5013513513513513,0.631578947368421,0.5689189189189189,0.6955903271692745,0.6344594594594595,0.7339971550497866,0.6628378378378378,0.7795163584637269,0.7135135135135136,0.8108108108108109,0.7547297297297297,0.8236130867709816,0.7783783783783784,0.8406827880512091,0.802027027027027,0.8605974395448079,0.8182432432432433,>200,>200,120.53869934998147,8.3