A Benchmark for Rough Sketch Cleanup

Messiness and Ambiguity

Messiness captures how much non-essential information the input sketch contains. We compute the amount of coverage removed during cleanup by artists when creating ground truth as the ratio of pixels in all layers of the input image, since that is how it is given, to the number of pixels in the shape strokes of the ground truth, since that is the desired output. Ambiguity measures the distance between different artists' ground truth cleanings of the same sketch (using only shape strokes).

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Column visibility:

sketch idMessinessIOUChamferHausdorffF1 2/1000F1 4/1000F1 6/1000F1 8/1000F1 10/1000
sketch idMessinessIOUChamferHausdorffF1 2/1000F1 4/1000F1 6/1000F1 8/1000F1 10/1000
Art_freeform_AG_020.76710745922904010.86618114268414310.203469255340388870.274047040634933240.47267859972864110.399611385598735270.367703765272581360.415549910463586250.47101593916548895
Art_freeform_AG_030.28432469358605880.059467894852072180.00200235954797268850.041097343845360210.0068905747668024740.0121099379852813470.0092571976616781080.011613654883091190.00959248877084957
Art_freeform_AG_050.275941783793382130.87579335226952840.34336086673713740.26090701688479630.60050992341409910.58976264971666140.6738906354573510.8350504552429711.0
Art_freeform_AP_010.147100086930883420.73163460306776450.084568530080674830.162604715686813120.29433965382986540.219678041016402950.178372886011946170.15126651419681190.1241245938479589
Art_freeform_AP_020.166464439706876350.85588814606468290.122761137460876220.087097641146656180.48585007586504080.354975367419052330.27014336056398730.223559412245036370.16974129580720151
Art_freeform_AP_030.205369114036825060.71845151411722360.074507161838888310.096225768988079320.26127690618671890.154184209109352880.124397119007324560.119294455123250630.1157080305824304
Art_freeform_AP_050.159333095559366730.79620936257126620.10017631882294610.109546284095081590.37178783347648290.244170206295607430.177777546916455480.14850424727655250.14582221379216498
Art_freeform_baseline_010.096113643471733030.76021415747738950.079502787810847880.0513170424803270140.358622696133786060.16197782814555520.0575709173927490060.0238817946205327240.02084400435424943
Art_freeform_baseline_020.299773502935005650.93905413821191710.183800830541485050.156547889527254620.73700019113226150.62894629776911760.464740486676647640.375803626975473760.2625098532558221
Art_freeform_baseline_030.155968662629396240.78998149465886070.085844387422731870.049011867715714160.42936655154646840.232641490181130170.057804487965549570.0260665858368598760.017779890395001965
Art_freeform_baseline_040.330659828466058960.90301883639881450.187217547061926560.426020246521516540.65877882551873880.50325926085342440.322825164340969140.282819512342957550.2042880664016045
Art_freeform_baseline_050.20714678463026270.75904965300559610.096566781117512550.0374853172105940050.460094163174874560.281283438142655830.174872671758688260.099468259347855250.07273009523252792
Art_freeform_baseline_060.185011279769817380.80727991941286340.087263183748794130.076158970390171110.451267391993019130.203152041740950640.06256589094937770.0311937167700585450.0159650519468463
Art_freeform_baseline_070.27220680176533081.00.292163653800410430.087881108083353370.94127522848957930.94382449015766450.89161386509081810.80389380999646460.8265597718874141
Art_freeform_baseline_080.18370792307501260.69346568035260540.076099141965396150.082663516417426470.376854346555515140.177579177378514780.096975596599180080.050613169310905680.029831561518400853
Art_freeform_baseline_090.28071134925939730.89167679914299850.118721806526110710.060808015603874830.57704027586394580.33115160260449180.175891856159377750.099108199279652390.06040263075162673
Art_freeform_baseline_100.200537030895660330.669979530551620.042059440237568880.0050041462428478040.23117265196200990.031473680204505150.007727815973195150.00055395994545842310.0
Art_freeform_baseline_110.140858775504645540.80534505187066030.082110705499328210.040046062718536950.405681582583613640.178814904595978540.089744457709898580.058161513817903910.010930700413593585
Art_freeform_baseline_120.096704445714801040.84789461763961880.089947582380434330.12113877071818920.432701209873554150.1716221508848880.066919613325321050.0516423524876023360.03719474301999695
Art_freeform_baseline_130.170715114875204830.88948951102417250.135086347492965640.0348591144209119550.69408986707938030.438048049443830970.23388342714965810.125599423597081460.02364627567947674
Art_freeform_baseline_140.138193140158930750.84199435628578020.118623294071143530.10972758954852380.58130481017525560.32971073453351090.127652851317603760.068867651618315370.03488477691688349
Art_freeform_baseline_150.113031015798404130.86267572149362770.093396683728034880.028491574546750880.437548636673511850.25148344333786110.106357376218660150.083784094108603450.04665092514508186
Art_freeform_baseline_160.31673391690760850.90674546692194310.135723871284290780.036788556106832290.66959592566609330.43008899949939780.2025440900336630.119523018015820310.0536927843317446
Art_freeform_baseline_170.015117213047597380.30439469900657540.0249781658092888830.067428844511527720.074577984307263990.03754835810225720.0274404271366602840.024491562268437790.019867109631095
Art_freeform_baseline_180.086569024589153360.79961812517994890.074432681176471550.0366606411295273060.420963904029977130.150758990946698730.029756319753337770.0067271077984739150.002173136166591378
Art_freeform_baseline_190.136699956627859160.86984113457991860.105589244805086080.093614384716090180.53807568484116970.295694600000738660.099138951803347610.0384960049803480.03138167048971089
Art_freeform_DR_010.241265293399905050.55438172762286340.076025095741332340.095302461214082340.2604910835614060.155094255617986650.131551949062768680.123540623323800320.11723182145807237
Art_freeform_DR_020.19480083580745020.66424423828530570.147620036699719820.110643397313302460.58187205577349680.476253218715410760.33042171579487580.25898032388195480.2194501682171141
Art_freeform_DR_030.2538783133838090.69158199734342560.05715654500130050.082483663855753580.24017699466518130.132607762231669340.078629225183347070.06519529832479480.051568331512362564
Art_freeform_DR_050.296390542012195670.62721181894757320.151860549028060870.237615641005709060.267313115958712540.27063636448055530.28235371072421210.32915330908829770.3730203146214362
Art_freeform_DV_010.125288475333136280.69545472711940650.09662679108577790.184644932574731160.270770116837921570.199987922444076260.17050806793885770.17409457203044580.180671423695393
Art_freeform_GL_010.098985339167693570.60348797599338340.0236041634628297130.0212853931327260140.065159143939555240.0060766441053922170.00089267860330349640.00181194372071287840.0007309405763461804
Art_freeform_GL_020.3629789480000940.75755683768481510.172126827491374280.166378045220679920.62505304941585560.47620822209080120.3621309743090280.36918336720522250.31341975938800454
Art_freeform_GW_010.03902410297372950.327076139182573440.0179720406482188830.112096632898526170.020638310766033990.0266719095769765570.0301344723648198260.036655725655071140.039346483171778086
Art_freeform_JD_010.075493460405488670.362648522441384740.037699131784947780.127356891375944140.095008582653659050.087561657596571150.0748371869926430.064394689452529980.049581549481168996
Art_freeform_Krenz_020.106938623118814620.81524944250571540.147232291580380430.20147397531878220.471369418400159330.372354096189297160.305442502449027260.29645964601960190.28644236774134985
Art_freeform_Krenz_070.108101399458375020.77665724587322590.74472489722646770.64250331758537030.41378528244853730.44559528656317790.53201943589966690.68311601871101060.8512259047875981
Art_freeform_Krenz_100.0448572021574648460.48343830870838070.0277837381915624830.046023424878451970.070706188882880040.0488784125694550560.0357790148916985460.0320746855711805940.02716574309919859
Art_freeform_Krenz_260.148974543091724980.56644477482428370.06474999732167550.15407545762081430.22295254227719320.173569147351669560.1336601919288610.115500973364743550.0979580547478897
Art_freeform_LTV_010.15801345030604380.276307347636882640.032321898973580360.076657951251413890.095154816993332850.039859634276584530.027142030132623350.0245139112685833040.020542194452551166
Art_freeform_LTV_060.125049377036610570.067735065780754940.154567077365835440.4243776887471340.69382803248452730.122368578079984580.081515023685676540.08980707061603230.10938832883184274
Art_freeform_MF_010.023717184763028520.00.00.105501869477321430.00585171159899440950.0103049806108845950.0048727742990316360.0059224502738324590.004405292586057257
Art_freeform_MF_020.074320119025890220.34419687303375880.0120608725206932730.055717249050245490.041985372660111580.0216588724108562060.0095927208139040330.00865604045566350.00566549943850676
Art_freeform_MP_010.169023846559470030.98459001826868410.29451938475217090.238170412957745020.8690422106383890.84280235363257920.75950679402604580.66556422484831870.650912972654274
Art_freeform_MP_020.127147484411069460.7748262625791860.110185408212528650.167713006055921460.400220514064030250.277205398593873160.208053684833285650.196435053483663020.18729479781904676
Art_freeform_PB_010.217889476767427870.83800658847925580.08479255612481880.19774869098048590.345168395613908330.15538401463414810.095790591596011980.067791841188850510.06517896841532983
Art_freeform_PB_020.499611979054641550.79248291228982310.065812787694857990.124547166516399650.283096661229721550.11771448209394830.072520424370684430.066167901777402980.05421830291372402
Art_freeform_PB_060.029407338577021130.26015026361691490.00328749636227117530.0308266333017453260.00.00.000480777722604010860.0023598633417789890.0011778290990420797
Art_freeform_PB_080.2982615171245460.5549580840326690.022568797732385150.033700688117597510.072852733316664210.0302816088391001170.0177606856160425830.0143749854768908110.008455590979090651
Art_freeform_PB_090.119295363613284560.66797088541845140.053715144049836430.085922800056762070.173562554652952980.091971686638173160.075713381268754920.074553463872433030.06479879774192718
Art_freeform_PB_110.0575694440626452960.60128616487420030.10074775736711890.33018663013886480.18543554509051560.162218148560601520.152208085941809120.160011229117062860.17378418755006944
Art_freeform_Rui_010.52145699810141630.70179492433608950.11225891254837260.211542390045242720.30784998725708320.163042665416952950.116550717654822380.131018497726688360.1487642125132757
Art_logo_AA_010.21767384401353370.86489676505172690.64920791459374380.4853759174367760.70525457350590480.58371203452512880.50917550036468880.54308121211134830.6112921470856463
Art_logo_BF_010.01628503968350560.4724962730541070.04548260314742850.00.26405457210028670.042748154028926940.00051317354005481090.00.0
Art_logo_CA_010.39081070807042580.78488353595332990.149668267588261880.092513174674314720.68629752365423840.358761767950357250.122128775722212470.104504574723067360.08701012601331062
Art_logo_JST_010.71126223732993790.52732626564400490.111717592044507070.0541368901867475061.00.29122809823202110.114120934451068470.0227105168452697470.015705353198401155
Art_logo_JST_050.5964541449190210.69347355083721930.111237762981706290.117429353398935320.50145357132747960.254551042334629550.16467086594691650.167006260596419650.17314976124127093
Art_logo_JS_020.1470583361113430.67237098431336140.107253387924518370.015872428846908360.452420187288172240.338227119380094030.120278822914080110.060994939229025050.015511544596466613
Art_logo_VFS_010.119852160049655390.89279204827203480.32931433386507210.248034420831026170.79689320114898430.67985138955719070.64892768731111010.62536042754603930.6858509656457705
Art_logo_VFS_050.0291281939852411560.34699761902475240.071539602320787240.062448748732653770.25068068727984220.095723515897130480.073876745230148570.0607290167687124860.03697284631514442
Art_logo_VFS_080.0277739852811328230.70182541876744920.093322470779727980.049469865475430040.53167220996549650.220252351318558080.10234737840374790.058314676603961720.036920704427659184
Art_logo_VFS_120.106700640467415790.61254040364463150.228107399634587840.259501956357891750.50247556950755730.455427340868212570.5151874168562260.60470943338084890.6609096009394857
Art_logo_VFS_150.04380849759140570.53742048350607490.160027148438724180.076283323248628030.374369488416086470.31793081847127430.323977988179245950.370174336569677740.4133893286795859
Art_logo_VFS_160.15576566088526160.51635621738373270.071732056906283680.063718216415616410.38095828371470240.12430866003411130.029024929689409030.0291177937921431080.03121648716716893
Ind_architecture_AST_010.28427269183436640.93231366952976410.205070458300088130.272697344541484250.56753358077340910.441443105090735530.39892807632365020.436531445661911270.48204002592923056
Ind_architecture_AST_020.417724219517683350.91672382603512430.33409530976406510.574447487081180.56467701918892820.46496942358874340.428084928820648860.43418562074384670.4400835990059472
Ind_architecture_AST_050.438545589300070540.77707804588114840.0544683602462507150.10349171501289080.24752010976287430.086256567971015160.046740444636239450.031389027967239840.01591007121456449
Ind_architecture_baseline_010.0674989770624730.97991853485828780.36062363638391140.116431948649124120.93171608262345631.01.01.00.9654689628510985
Ind_architecture_baseline_020.185704162246759340.81236167091316440.069451978389315420.045335734558959870.345923000885756170.12261534977024160.0407895127881774950.0105643467160206460.002472835082779884
Ind_architecture_baseline_030.180666721884376070.83489255291736670.116381117727933230.046993706910252160.56574031400948290.33303825664396450.244381881415003580.129842830526821130.06245188320339124
Ind_architecture_baseline_040.123679458890726080.888321740978170.19679839790248810.228277349152983170.6332761105878230.494814511243791670.341834388530753260.26885190543712290.22982849348424467
Ind_architecture_baseline_050.066280834349068130.72725695374323020.075074094445305620.141449162301547330.234435763650466670.132020594479323680.087046580755254910.072000801540896690.0524731668267274
Ind_architecture_baseline_060.00.469029157799598140.0155268597955566770.029749328985810770.044398965757640330.0134890401268706640.0123927044645329740.0143259536440570480.008948816694182626
Ind_architecture_GD_030.0113152508465275220.35726095728204440.0205117936434128930.080717841132271930.059092638448405960.0494434751863673940.043274312966600360.0433918897787595460.03776995863805989
Ind_architecture_GD_050.0048166167714149180.240687466691062140.0244497856566542050.208378048460214020.035985993172411870.0451518578872797050.0517677253576621850.062570339723822340.06844605985267259
Ind_architecture_JJ_020.084448590497885890.56220096874200080.130510615558991180.239007045819727480.278064625367652250.26812821739340690.26361207443234340.30349697399233370.3472007007894738
Ind_architecture_JJ_030.121895941656053370.65663896455228150.0921230868834750.18731103386077980.280041535831959340.233026783813038320.20161032503279270.19740793932309070.1912596916718121
Ind_architecture_JJ_040.122634483052701620.58091299436434560.106790456195526340.24383086873950820.24874911630616240.21486763870538010.211765207312476080.221988804852222780.2305586067725149
Ind_architecture_NMC_010.020798738036803980.40987121022432240.043485059769469890.301893595147687040.086780991578569490.041227376421964890.036301010717775950.042432865264187090.05019859997042034
Ind_architecture_SG_010.091571770736031110.64555396661514250.131328352191852820.367062845182471730.227627134423065980.1977315008409250.183989755891779380.191087221940103520.20416365664111868
Ind_architecture_TU_010.32820688954893810.68198268075738340.140779572136144750.376706806458917630.50884230938793270.25204458763303630.162182641289324220.12560585508687410.1081660947726043
Ind_architecture_TU_020.20989411927603890.89118354932526820.163297224742860350.20226134241408910.58556009877450480.428776570854233150.319931438754291030.28618658910978560.2484046643539942
Ind_fashion_HF_010.053278541111377790.401915397119998130.052922869101827980.235797903486077380.078479950826084440.07497072647778910.076469292774070830.083036801056548860.08427390371231204
Ind_fashion_HF_020.153063599998969870.301772047130308530.021991118383354930.0562087470392712350.060330040825441620.04409961662808350.0443094429358020860.038991028749544430.026937208419240688
Ind_fashion_HF_050.076443615435451710.28196396481601880.082160858665097240.209650708746004670.142419586581278260.172651419263521650.18965338948403830.221743134987903430.25110228373311866
Ind_fashion_LB_010.076509012290774090.32702810986509790.0234919034988100330.094277406205465080.045641426890430150.049745397800381680.040337801401034470.0405849436430304260.04154232352608921
Ind_fashion_ML_050.131105297131108440.427206842336017630.116569119882716570.238037076116881070.172169986115733340.180785912277282250.202872963177363030.238805427192624930.28175762739683696
Ind_fashion_ML_100.042018566778817560.48839894178102760.069909760841265560.26173039289404810.0409340768306489450.030521713979440690.040885589942048820.059617003834906540.0766714315250169
Ind_fashion_ML_110.199116627858254040.53542859456400980.084699814680779670.140044576994232260.168438046719426670.153479340138579580.158476730803588840.188689296617803340.2269896743554212
Ind_fashion_RB_040.263587718411025740.77571882972663420.097713083373515280.117539852057870440.2698654440134080.207951705019055080.194717958584236820.19814982179044510.20542479024811344
Ind_fashion_RB_050.304712379407758860.78947885803881690.162182559330080720.18709154984994130.37376305705440070.33190803406115070.3348056211279330.36757506388578070.38574257656011346
Ind_fashion_RB_100.082812351205335350.69349972554947540.075716912166405330.028071820391825720.52043366990773580.108832336698031480.0168296442517287920.012215067767909230.010307162568875507
Ind_fashion_RB_180.082307032323946050.391327935375186340.226058378587169620.22474590003961050.89152618995106680.36339405909549010.35354121722453590.42592763495272070.4851460323480443
Ind_product_AS_030.190346402917918320.7069639638577140.090828639351591760.110373560604475470.26053307294435270.171613161228214380.157134348535180820.162136876001635650.17885925090362467
Ind_product_AS_050.40547826286999050.7073562401202080.069304671100251370.22821687888099150.136281188342543020.0435684048737923350.052128631306614520.0734654028347240.09329183508647115
Ind_product_AS_110.343412470148048270.82036302607534770.172083050821226020.379912369585678030.32545567696260540.238470106849662520.223205317446640930.267668005408152550.31303557270037374
Ind_product_AS_120.38617550379148260.428045395067090.250388311527042550.61377541501867520.201880736555446030.23967500325432380.26994616223262130.326771943124710030.3663542234085926
Ind_product_AS_141.00.91616698866266620.26461457602964670.25163106101335710.49053651259276440.28601114688478890.213801887076258860.28820197017507810.37124121572173524
Ind_product_AS_150.354455989343314460.78275564869148930.363189782928927230.32085594398640090.40803001265218020.426929841210300530.48420611389501050.58918672704388560.6997154190817831
Ind_product_AS_180.3677080176359140.84299888983535790.389499401963399440.27484349978887170.38659194827636510.30542879295024450.371788775355919030.46921532428896280.5791503865290354
Ind_product_AS_200.427363095332671470.70619046374626530.112775716850006050.171220764708703320.218716080369643240.146813964732577680.17993755638242810.228292920772236120.2763430141868344
Ind_product_baseline_010.229311931544974620.85609363881712520.074359169356580160.060427756529105230.3795453675598370.147137661953579220.048931386889895560.0216099097784914070.010978410275787215
Ind_product_baseline_020.085614771500450030.856995683256170.126757835734685520.094383093590074030.52970566397296470.35481028802556490.256813457462426060.202219444691643160.15126228279881654
Ind_product_baseline_030.271657060187839250.97989602117963230.167131383195253920.0216789973555479650.79198395459385770.58068987023137420.32643073489926740.204317770013085850.08433739332028382
Ind_product_baseline_040.231202181948485160.97569134258277370.213486561439478720.069963939431556030.86452939601188790.76036524306245290.55078670692689690.42948034056771760.30712486311694814
Ind_product_baseline_050.405329358112772540.91241643675259820.28818215329265330.34771277736562950.6591826882055470.48326290767480180.38112154712328740.365761087543402640.3062086896794367
Ind_product_baseline_060.128974515715386820.81423897963087720.107242336487475550.0185445124483507650.51821084857548990.319779471138326050.141070788276475620.083495688803079020.039093749204713375
Ind_product_baseline_070.2896960365346910.87165689770873710.103396333411949020.18067630371311110.50311065575662720.250677846162225050.074195273358944240.033503277517601850.04069877733550071
Ind_product_baseline_080.192484926378791970.94129860201260960.15487752702897970.208622594996580730.65066837858851350.46658319594072390.26593631863490460.129745981994037670.07171749807258027
Ind_product_baseline_090.11745871058252910.92341634763612620.56601577511605660.55574312883189810.61664766620384940.55611538723932570.58325748757063970.63549906216737770.7757718316515003
Ind_product_baseline_100.217000834462265290.94647325251265470.388723549872439730.41530529160854710.74791770113776320.57004233058922530.4737049621395420.45318475960252660.5322649450245913
Ind_product_baseline_110.0058175800855522240.66258068658684730.058880996392881730.198263614613331560.15755680437907610.050263564568805470.050707275099704550.063249179738898380.0738997008474383
Ind_product_baseline_120.64866145976512070.88884920597202220.15982523418872210.028177024742628740.67336773757776990.495031651266728770.37705804575580570.267993585258949730.22808265006075015
Ind_product_baseline_130.032906445287762510.90144562830987750.251461611590274970.259517017732217860.62067333503165840.44410497993919880.27104345247454310.278216603156832830.3282711195331026
Ind_product_baseline_140.53799004147392770.94984723679475940.46879230197153560.29430727542154420.78847512311443610.62211774329996380.61823500871302820.6893190779859330.8170031703777642
Ind_product_baseline_150.25434085077976720.97456459044719430.16577563578564440.092021616137273420.77180107939743240.5227311308539080.329903537056933650.185435637201103180.15373911346678829
Ind_product_GW_010.103082547409118640.7448636600919510.064583008902647510.0581096666677194460.238820393779930.171273942924553950.123999796026068740.107183034065496940.08973199111011065
Ind_product_GW_020.0514967805678709850.87499387480383780.12586817641733010.38298358434191430.404009318743959730.181989551859524840.122299948688824840.119986058881368080.12105391973267783
Ind_product_GW_030.068445297567548650.86891849910711340.08676073688920890.036518867729060650.37843598902105930.220795909961791830.163433574137978960.122694911406273710.05292187449471825
Ind_product_GW_040.09772921900891430.92430658464246370.13652974379069480.22289743549089120.51827706732758880.34835113203780260.234562184044713240.211370631698677040.187205586881119
Ind_product_GW_060.19327187530681860.71191493861433620.107525226257051060.042962902739644530.6076521470725810.31146069228121330.174374605592624740.118246222611475080.10053861495200114
Ind_product_GW_090.05828290023284280.80706748867975930.134429885832362120.226034704813484340.409103244638002850.3140260723337050.251115695375887570.232786699721988230.1848869232320477
Ind_product_JM_030.139176143705468350.38745916588104020.024453130290736340.181176052754799230.038893483503090860.041323367918017380.038323190000975630.038424985124339670.03346649269954021
Ind_product_JM_050.3007636535819160.63238427896668190.083147899262838260.205244126329017030.220587754501183150.147161491783990740.146711811062966960.155752840273650.16417270804370912
Ind_product_JM_070.34621706614550510.56506995091833610.080265590272762280.21647753212081710.122300804855697890.11458513162535660.124960870525169050.14552622073212020.1687091772729231
Ind_product_JM_080.257839449115958630.8169446027010370.125322673700890230.186969881275319330.353355483137362870.275411790783577970.235404645987250250.25525305075240520.2729299023879852
Ind_product_JM_090.306748124912890330.28064402760663570.0195028085692878980.097682057045292830.036042818667881250.0483230561671310340.0500681953072751250.056313639721825860.0563946540274494
Ind_product_MMX_010.188491006473022860.63248344482950090.081161633675376850.309514904441327730.16155625217228020.124174968650649560.116166786408018160.123737015343012430.1326743309689818
Ind_product_MMX_020.147687782573111080.401934442050004170.0447023115440880750.0740124774565270.14210288246124380.076376465268075940.050902368498444410.0392205898670857640.0302399326963909
Ind_product_PM_010.80141852480759780.81952430108057980.158863979073925020.21224074099956670.382979452851200660.239825964511831470.225180281964398320.26601308139754580.3146718867015537
Ind_product_PM_030.41666248153773480.61421644521746690.094717904547060070.196651634489163420.36654772779438230.16878578854364230.15124255563283790.120460521083348260.08805706886836316
Ind_product_PM_040.492744714238167240.81660341640727330.29889176355600590.388203146421188970.7368234895026650.60398827293126510.57693599680085280.498827222627360.5096028761142952
Ind_product_PM_070.92128076992794280.98587599589571521.01.00.83805788516065020.80959350728116320.79081768087686730.8351266705771480.9995686328238963
Ind_product_PM_120.156071777037618680.498633783493939940.094515377266701060.072066923947695290.34735237829220430.189193551587810040.084740985854181440.063310432245369030.06288914556085606
Ind_product_PM_140.21397544955673870.26394196930566420.0209196456346247980.0140837703548645460.06298391735491570.0017770633889349420.00.0037497115596272610.0032100801360098086
Ind_product_PM_250.194263626547417250.71367254654205160.094641180723455410.163794168272760.31644937231766590.263517965058703450.210518563288198180.17684752732920470.14992302152456824
Ind_product_PM_430.181168609791444750.82596098391912460.139498266729062510.118661780065741740.53521550133576260.365068239694803560.254763051788827970.257824162817309970.25439054349525747
Ind_product_PM_460.200633247138549770.76300340863958630.058813002183902120.0614563929456095750.252726033564888650.113154958036384620.0574151892256373340.0478226466826888260.038947515070317476
Ind_product_PM_470.49868832314550650.86062377205737850.233378841625157260.173686430893666120.56876401437998910.5441308332874280.5488675951822450.60977323465189490.6196728079545654
Ind_product_SP_010.43626225820278670.57324967225516580.0532545561626150340.0147879995006535670.19125400596352550.12685803420022330.0556076505058761060.0253076700775024670.006167419461850759
Ind_product_TI_010.49116911016864160.91256728733851380.5204641036532920.53954678705871070.56381086008801930.493757492854155160.495230627109808030.56040802360239980.6672574249991157