image imagewidth (px) 50 15.2k | ground_truth stringlengths 40 8.19k |
|---|---|
\begin{tabular}{lcc}[NEWLINE]\toprule[NEWLINE]Model&MRR@5{1}->{2}&MRR@5{2}->{1}\\[NEWLINE]\midrule[NEWLINE]Popularity&0.048&0.086\\[NEWLINE]Cross-shopSimilarity&0.060&0.093\\[NEWLINE]Cross-shopEnc-Dec&\textbf{0.083}&\textbf{0.103}\\[NEWLINE]Within-shopSimilarity&0.096&0.127\\[NEWLINE]\bottomrule[NEWLINE]\end{tabular} | |
\begin{tabular}{lcccccccc}[NEWLINE]%\hline[NEWLINE]\toprule[0.75pt][NEWLINE]\multirow{2}{*}{Group}&[NEWLINE]\multirow{2}{*}{Method}&[NEWLINE]\multicolumn{1}{c}{Electro.}&[NEWLINE]\multicolumn{1}{c}{Clothe.}&[NEWLINE]\multicolumn{1}{c}{Taobao}\\&[NEWLINE]&AUC[NEWLINE]&AUC[NEWLINE]&AUC\\[NEWLINE]\hline[NEWLINE]\multirow{... | |
\begin{tabular}{lccccccc}[NEWLINE]%\hline[NEWLINE]\toprule[0.75pt][NEWLINE]\multirow{2}{*}{Method}&[NEWLINE]\multicolumn{1}{c}{Electro.}&[NEWLINE]\multicolumn{1}{c}{Clothe.}&[NEWLINE]\multicolumn{1}{c}{Taobao}\\[NEWLINE]&AUC[NEWLINE]&AUC[NEWLINE]&AUC\\[NEWLINE]\hline[NEWLINE]\textsl{BaseModel}+\textsl{IDs}&0.7897&0.772... | |
\begin{tabular}{ccc}[NEWLINE]%\hline[NEWLINE]\toprule[0.75pt][NEWLINE]Method&CTRImprove&GMVImprove\\[NEWLINE]\hline[NEWLINE]\textsl{YoutubeNet}&0\%&0\%\\[NEWLINE]\textsl{DUPN}&5.23\%&3.17\%\\[NEWLINE]\textsl{MARN}&\textbf{10.46\%}&\textbf{5.43\%}\\[NEWLINE]%\hline[NEWLINE]\bottomrule[0.75pt][NEWLINE]\end{tabular} | |
\begin{tabular}{|c|c|}[NEWLINE]%\hline[NEWLINE]%knot&specialannuluspresentation\\\hline\hline[NEWLINE]%$9_{26}$&\\\hline[NEWLINE]%$9_{27}$&\\\hline[NEWLINE]%$9_{28}$&\\\hline[NEWLINE]%$9_{29}$&?\\\hline[NEWLINE]%$9_{30}$&\\\hline[NEWLINE]%$9_{31}$&No\\\hline[NEWLINE]%$9_{32}$&?\\\hline[NEWLINE]%$9_{33}$&\\\hline[NEWLIN... | |
\begin{tabular}{|c|c||c|c|}[NEWLINE]\hline[NEWLINE]knot&specialannuluspresentation&knot&specialannuluspresentation\\\hline\hline[NEWLINE]$3_1$&$u=1$&$8_5$&No\\\hline[NEWLINE]$4_1$&$u=1$&$8_6$&Yes\\\hline[NEWLINE]$5_1$&No&$8_7$&$u=1$\\\hline[NEWLINE]$5_2$&$u=1$&$8_8$&No\\\hline[NEWLINE]$6_1$&$u=1$&$8_9$&$u=1$\\\hline[NE... | |
\begin{tabular}{cccc}[NEWLINE]\hline\noalign{\smallskip}[NEWLINE]Method&MOTA$\uparrow$&IDF1$\uparrow$&IDSw.$\downarrow$\\[NEWLINE]\noalign{\smallskip}[NEWLINE]\hline[NEWLINE]\noalign{\smallskip}[NEWLINE]Ego&53.31&44.22&1829\\[NEWLINE]ECC&59.2&59.44&\textbf{481}\\[NEWLINE]Kalman&59.33&58.81&604\\[NEWLINE]Kalman+ECC&59.4... | |
\begin{tabular}{lccccccccc}[NEWLINE]\toprule[NEWLINE]Methods&MOTA$\uparrow$&IDF1$\uparrow$&MT$\uparrow$&ML$\downarrow$&FP$\downarrow$&FN$\downarrow$&IDSw.$\downarrow$&Frag$\downarrow$&Hz$\uparrow$\\[NEWLINE]\midrule[NEWLINE]\multicolumn{10}{c}{2DMOT2015}\\[NEWLINE]\midrule[NEWLINE]\textbf{Ours(O)}&46.7&51.6&29.4\%&25.7... | |
\begin{tabular}{cccccc}[NEWLINE]\toprule[NEWLINE]Method&AP$\uparrow$&MODA$\uparrow$&FAF$\downarrow$&Precision$\uparrow$&Recall$\uparrow$\\[NEWLINE]\midrule[NEWLINE]MSCNN~\cite{cai2016unified}&\textbf{0.89}&\textbf{76.7}&2.8&86.2&91.3\\[NEWLINE]POI~\cite{yu2016poi}&0.89&67.1&4.8&78.7&92.1\\[NEWLINE]ViPeD~\cite{amato2019... | |
\begin{tabular}{|c|c|c|}[NEWLINE]\hline[NEWLINE]\textbf{Characteristic}&\textbf{Observable}&\textbf{SelectedValues}\\\hline[NEWLINE]Samples&\checkmark&\makecell{1,000;2,500;5,000;\\10,000;25,000;50,000}\\\hline[NEWLINE]Variables&\checkmark&10,25,50,75,100\\\hline[NEWLINE]Alpha(Imbalance)&\xmark&1,10,50,100\\\hline[NEWL... | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]\hline[NEWLINE]Learnt/True&Protective&Neutral&Detrimental\\\hline[NEWLINE]Protective&1&0&0\\\hline[NEWLINE]Neutral&0&0&0\\\hline[NEWLINE]Detrimental&0&0&1\\\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{ll|ll}%fourcolumns,alignmentforeach[NEWLINE]\hline[NEWLINE]$R.A.^a$&14:29:47.03&$Dec.^a$&+06:43:34.9\\[2pt][NEWLINE]$z_{\rmSDSS}^a$&0.17350&$M_{u^\prime}^b$&-20.81\\[2pt][NEWLINE]$\log$(M$_{\star}$/M$_{\odot})^c$&9.4&$r_{50,\rmFUV}^e$&0.29\,kpc\\[2pt][NEWLINE]SFR$_{\rm\ha}^d$&36.0\,M$_{\odot}$\,yr$^{-1}... | |
\begin{tabular}{lcccc}[NEWLINE]\hline[NEWLINE]Component&$n_{\rme}$[\sii]&$T_{\rme}$[\oiii]&$T_{\rme}$[\oii]$^{a}$&$c(\hb)^{b}$\\[2pt][NEWLINE]&cm$^{-3}$&10$^4$K&10$^4$K&\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]%Total(SDSS)&&219.5&1.29$\pm$0.01&8.05$\pm$0.02&$\pm$&8.27$\pm$0.02&-1.04$\pm$0.03&$\pm$&-0.86$\pm$0.03&$\pm$\... | |
\begin{tabular}{@{}c|c|c|c|c@{}}[NEWLINE]\toprule[NEWLINE]\multirow{2}{*}{Model}&\multicolumn{2}{c|}{NBADataset}&\multicolumn{2}{c}{NFLDataset}\\\cmidrule(l){2-5}[NEWLINE]&\multicolumn{2}{c|}{(MAE/RMSE)inHour}&\multicolumn{2}{c}{(MAE/RMSE)inHour}\\\midrule[NEWLINE]ARIMA&$1.352\pm0.21$&$1.876\pm0.34$&$0.591\pm0.09$&$0.7... | |
\begin{tabular}{@{}c|c|c|c|c@{}}[NEWLINE]\toprule[NEWLINE]\multirow{2}{*}{Model}&\multicolumn{2}{c|}{NBADataset}&\multicolumn{2}{c}{NFLDataset}\\\cmidrule(l){2-5}[NEWLINE]&\multicolumn{2}{c|}{(MAE/RMSE)inNumber}&\multicolumn{2}{c}{(MAE/RMSE)inNumber}\\\midrule[NEWLINE]ARIMA&$5.053\pm0.22$&$6.269\pm0.24$&$2.563\pm0.02$&... | |
\begin{tabular}{p{30pt}p{195pt}}[NEWLINE]\hline[NEWLINE]\textbf{Symbol}&\multicolumn{1}{c}{\textbf{Explanation}}\\[3pt][NEWLINE]\hline[NEWLINE]%$\mathcal{I}$&Thesetofallsocialmediaplatforms.\\[3pt][NEWLINE]%$\mathcal{J}$&Thesetofplayers,includingthegovernment.\\[3pt][NEWLINE]$m_i$&Themessagebroadcastbyplayer$i\in\mathc... | |
\begin{tabular}{ccc}[NEWLINE]\hline[NEWLINE]&$c_k$&$\overline{c_k}$\\[NEWLINE]\hline[NEWLINE]$t_i$&A&C\\[NEWLINE]$\overline{t_i}$&B&D\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{ccc|c|ccc}[NEWLINE]\hline[NEWLINE]&$c_p$&$c_n$&&&$c_p$&$c_n$\\[NEWLINE]\hline[NEWLINE]$t_1$&27&5&&$t_2$&10&25\\[NEWLINE]$\overline{t_1}$&3&65&&$\overline{t_2}$&20&45\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{lllllllllll}[NEWLINE]\hline[NEWLINE]Feat.&\multicolumn{3}{l}{\textit{Weighted-F$_1$}(\%)}&&&\\[NEWLINE]\cline{2-11}[NEWLINE]%\cline{6-8}[NEWLINE]Size&TF&TF-&DTF-&TF-&TF-&TF-&STF-&TF-&STF-&TF-\\[NEWLINE]&&IDF&IDF&ICF&RF&IGM&IGM&IGMi&IGMi&IDFC-RF\\[NEWLINE]\hline[NEWLINE]500&72.96&72.78&60.46&70.75&71.97&... | |
\begin{tabular}{lllllllllll}[NEWLINE]\hline[NEWLINE]Feat.&\multicolumn{3}{l}{\textit{Weighted-F$_1$}(\%)}&&&\\[NEWLINE]\cline{2-11}[NEWLINE]%\cline{6-8}[NEWLINE]Size&TF&TF-&DTF-&TF-&TF-&TF-&STF-&TF-&STF-&TF-\\[NEWLINE]&&IDF&IDF&ICF&RF&IGM&IGM&IGMi&IGMi&IDFC-RF\\[NEWLINE]\hline[NEWLINE]500&71.54&72.43&62.56&70.62&72.23&... | |
\begin{tabular}{ll}[NEWLINE]\hline[NEWLINE]WeightingScheme&Calculation\\[NEWLINE]\hline[NEWLINE]IDF($t_1$)&log(100/(27+5))=log(3.125)=0.4949\\[NEWLINE][NEWLINE]DeltaIDF($t_1$)&log$_2$((30*5+0.5)/(27*70+0.5))=-3.6510\\[NEWLINE]IDF-ICF($t_1$)&(1+0.4949)*(1+log(2/2))=1.4949\\[NEWLINE]%DeltaIDF($t_1$)&log$_2$((70*27+0.5)/(... | |
\begin{tabular}{lll}[NEWLINE]\hline[NEWLINE]WeightingScheme&$t_1$&$t_2$\\[NEWLINE]\hline[NEWLINE]%TF&27&5&10&20\\[NEWLINE]IDF&0.4949&1.0498\\[NEWLINE]DeltaIDF&-3.6510&0.0995\\[NEWLINE]IDF-ICF&1.4949&1.0498\\[NEWLINE]RF&2.8875&1.2630\\[NEWLINE]IGM&0.7297&0.5556\\[NEWLINE]IGMimp&0.7288&0.5501\\[NEWLINE]IDFC-RF&20.9128&21... | |
\begin{tabular}{lllllllllll}[NEWLINE]\hline[NEWLINE]Feat.&\multicolumn{3}{l}{\textit{Weighted-F$_1$}(\%)}&&&\\[NEWLINE]\cline{2-11}[NEWLINE]%\cline{6-8}[NEWLINE]Size&TF&TF-&DTF-&TF-&TF-&TF-&STF-&TF-&STF-&TF-\\[NEWLINE]&&IDF&IDF&ICF&RF&IGM&IGM&IGMi&IGMi&IDFC-RF\\[NEWLINE]\hline[NEWLINE][NEWLINE]500&79.25&79.70&55.45&72.... | |
\begin{tabular}{lllllllllll}[NEWLINE]\hline[NEWLINE]Feat.&\multicolumn{3}{l}{\textit{Weighted-F$_1$}(\%)}&&&\\[NEWLINE]\cline{2-11}[NEWLINE]%\cline{6-8}[NEWLINE]Size&TF&TF-&DTF-&TF-&TF-&TF-&STF-&TF-&STF-&TF-\\[NEWLINE]&&IDF&IDF&ICF&RF&IGM&IGM&IGMi&IGMi&IDFC-RF\\[NEWLINE]\hline[NEWLINE][NEWLINE]500&75.50&79.15&66.95&74.... | |
\begin{tabular}{lllllllllll}[NEWLINE]\hline[NEWLINE]Feat.&\multicolumn{3}{l}{\textit{Weighted-F$_1$}(\%)}&&&\\[NEWLINE]\cline{2-11}[NEWLINE]%\cline{6-8}[NEWLINE]Size&TF&TF-&DTF-&TF-&TF-&TF-&STF-&TF-&STF-&TF-\\[NEWLINE]&&IDF&IDF&ICF&RF&IGM&IGM&IGMi&IGMi&IDFC-RF\\[NEWLINE]\hline[NEWLINE]500&65.21&65.29&65.76&64.73&65.05&... | |
\begin{tabular}{lllllllllll}[NEWLINE]\hline[NEWLINE]Feat.&\multicolumn{3}{l}{\textit{Weighted-F$_1$}(\%)}&&&\\[NEWLINE]\cline{2-11}[NEWLINE]%\cline{6-8}[NEWLINE]Size&TF&TF-&DTF-&TF-&TF-&TF-&STF-&TF-&STF-&TF-\\[NEWLINE]&&IDF&IDF&IDF&RF&IGM&IGM&IGMi&IGMi&IDFC-RF\\[NEWLINE]\hline[NEWLINE]500&72.21&66.16&60.90&68.55&70.70&... | |
\begin{tabular}{lllllllllll}[NEWLINE]\hline[NEWLINE]Feat.&\multicolumn{3}{l}{\textit{Weighted-F$_1$}(\%)}&&&\\[NEWLINE]\cline{2-11}[NEWLINE]%\cline{6-8}[NEWLINE]Size&TF&TF-&DTF-&TF-&TF-&TF-&STF-&TF-&STF-&TF-\\[NEWLINE]&&IDF&IDF&ICF&RF&IGM&IGM&IGMi&IGMi&IDFC-RF\\[NEWLINE]\hline[NEWLINE]500&88.02&88.02&75.19&86.78&87.29&... | |
\begin{tabular}{lllllllllll}[NEWLINE]\hline[NEWLINE]Feat.&\multicolumn{3}{l}{\textit{Weighted-F$_1$}(\%)}&&&\\[NEWLINE]\cline{2-11}[NEWLINE]%\cline{6-8}[NEWLINE]Size&TF&TF-&DTF-&TF-&TF-&TF-&STF-&TF-&STF-&TF-\\[NEWLINE]&&IDF&IDF&ICF&RF&IGM&IGM&IGMi&IGMi&IDFC-RF\\[NEWLINE]\hline[NEWLINE]500&87.49&87.84&77.79&86.88&72.23&... | |
\begin{tabular}{|c|cc|cc|}[NEWLINE]\hline[NEWLINE]&$\omega_t=$&$100MHz$&$\omega_t=$&$1MHz$\\[NEWLINE]\hline[NEWLINE]$m$&$\frac{|\omega_m|}{\omega_r}$&$\delta_m$&$\frac{|\omega_m|}{\omega_r}$&$\delta_m$\\[NEWLINE]\hline[NEWLINE]$1$&$0.5$&$2\times10^{-4}$&$0.5$&$2\times10^{-8}$\\[NEWLINE]\hline[NEWLINE]$2$&$5\times10^{-5... | |
\begin{tabular}{|c|c|c|c|c|c|}[NEWLINE]\hline[NEWLINE]\multicolumn{2}{|c|}{Alice}&\multicolumn{2}{c|}{Eve}&\multicolumn{2}{c|}{Bob}\\[NEWLINE]\hline[NEWLINE]IB&TBs&IB&TBs&receivedbits&IB\\[NEWLINE]\hline[NEWLINE]0&10&0&10&10&0\\[NEWLINE]0&10&1&01&00&n.d.\\[NEWLINE]1&01&0&10&00&n.d.\\[NEWLINE]1&01&1&01&01&1\\[NEWLINE]d.... | |
\begin{tabular}{l|c|c|c}[NEWLINE]\toprule[1pt][NEWLINE]Dataset&\#Writers&\#Training&\#Testing\\[NEWLINE]\midrule[NEWLINE]IAM~\cite{marti2002iam}&657&56,432&25,827\\[NEWLINE]CVL~\cite{kleber2013cvl}&310&62,406&34,564\\[NEWLINE]Firemaker~\cite{schomaker2000forensic}&250&25,256&11,595\\[NEWLINE]CERUG-EN~\cite{he2015juncti... | |
\begin{tabular}{c|cc|cc|cc|cc}[NEWLINE]\toprule[1pt][NEWLINE]\multirow{2}{*}{Net}&\multicolumn{2}{c|}{IAM}&\multicolumn{2}{c|}{CVL}&\multicolumn{2}{c|}{Firemaker}&\multicolumn{2}{c}{CERUG-EN}\\[NEWLINE]\cline{2-9}[NEWLINE]&Top-1&Top-5&Top-1&Top-5&Top-1&Top-5&Top-1&Top-5\\[NEWLINE]\hline[NEWLINE]ResNet18~\cite{he2016dee... | |
\begin{tabular}{c|cc|cc|cc|cc}[NEWLINE]\toprule[1pt][NEWLINE]\multirow{2}{*}{Method}&\multicolumn{2}{c|}{IAM}&\multicolumn{2}{c|}{CVL}&\multicolumn{2}{c|}{Firemaker}&\multicolumn{2}{c}{CERUG-EN}\\[NEWLINE]\cline{2-9}[NEWLINE]&Top1&Top5&Top1&Top5&Top1&Top5&Top1&Top5\\[NEWLINE]\midrule[NEWLINE]Hinge~\cite{bulacu2007text}... | |
\begin{tabular}{c|cc|cc|cc|cc}[NEWLINE]\toprule[1pt][NEWLINE]\multirow{2}{*}{Net}&\multicolumn{2}{c|}{IAM}&\multicolumn{2}{c|}{CVL}&\multicolumn{2}{c|}{Firemaker}&\multicolumn{2}{c}{CERUG-EN}\\[NEWLINE]\cline{2-9}[NEWLINE]&Top-1&mAP&Top-1&mAP&Top-1&mAP&Top-1&mAP\\[NEWLINE]\hline[NEWLINE]WordImgNet&79.4&0.3011&80.9&0.28... | |
\begin{tabular}{c|cc|cc|cc|cc}[NEWLINE]\toprule[1pt][NEWLINE]\multirow{2}{*}{Net}&\multicolumn{2}{c|}{IAM}&\multicolumn{2}{c|}{CVL}&\multicolumn{2}{c|}{Firemaker}&\multicolumn{2}{c}{CERUG-EN}\\[NEWLINE]\cline{2-9}[NEWLINE]&Top-1&Top-5&Top-1&Top-5&Top-1&Top-5&Top-1&Top-5\\[NEWLINE]\hline[NEWLINE]%ResNet~\cite{he2016deep... | |
\begin{tabular}{lclc}[NEWLINE]\toprule[1pt][NEWLINE]Reference&\#Writer&Feature&Top-1(\%)\\[NEWLINE]\hline[NEWLINE]SiddiqiandVincent~\cite{siddiqi2010text}&650&Contourandcodebookfeatures&91.0\\[NEWLINE]HeandSchomaker~\cite{he2017beyond}&650&Bestresultsamong17handcraftfeatures&93.2\\[NEWLINE]Khalifaetal.~\cite{khalifa201... | |
\begin{tabular}{lclc}[NEWLINE]\toprule[1pt][NEWLINE]Reference&\#Writer&Feature&Top-1(\%)\\[NEWLINE]\hline[NEWLINE]FielandSablatnig~\cite{fiel2013writer}&309&SIFTwithGMM&97.8\\[NEWLINE]TangandWu~\cite{tang2016text}&310&CNNwithjointBayesian&\textbf{99.7}\\[NEWLINE]Christleinetal.~\cite{christlein2017writer}&310&SIFTwithG... | |
\begin{tabular}{lclc}[NEWLINE]\toprule[1pt][NEWLINE]Reference&\#Writer&Feature&Top-1(\%)\\[NEWLINE]\hline[NEWLINE]HeandSchomaker~\cite{he2017beyond}&250&Bestresultsamong17handcraftfeatures&92.2\\[NEWLINE]Wuetal.~\cite{wu2014offline}&250&Scaleinvariantfeaturetransform&92.4\\[NEWLINE]Nguyenet.al~\cite{nguyen2018text}&250... | |
\begin{tabular}{lclc}[NEWLINE]\toprule[1pt][NEWLINE]Reference&\#Writer&Feature&Top-1(\%)\\[NEWLINE]\hline[NEWLINE]HeandSchomaker~\cite{he2017beyond}&105&Bestresultsamong17handcraftfeatures&97.1\\[NEWLINE]WordImgNet&105&CNNwithwordimages&98.1\\[NEWLINE]FragNet-$64$&105&CNNwithwordimagesandfragments&\textbf{100.0}\\[NEWL... | |
\begin{tabular}{lcccccc}[NEWLINE]\hline\\[NEWLINE]Data&Parameters&Bias&CP$_{90\%}$&CP$_{95\%}$&ESE&RMSE\\[NEWLINE]\hline\\[NEWLINE]%%%%%%%%%%%%%%%%Poisson%%%%%%%%%%%%%%%%%%[NEWLINE]\vspace{0.1cm}[NEWLINE]\phantom{k}&$\beta_1=\phantom{-}0.70$&\hspace{0.2cm}\phantom{-}0.001(\phantom{-}0.003)&\hspace{0.1cm}87.4(88.2)&\hsp... | |
\begin{tabular}{lclccccccccc}[NEWLINE]\hline\\[NEWLINE]Data&$f$&Method&-0.95&-0.70&-0.50&-0.20&\hspace{0.1cm}0.00&0.20&0.50&0.70&0.95\\[NEWLINE]\hline[NEWLINE]\\[NEWLINE]%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%[NEWLINE]%%%%%%%%%%%%%%Poisson%%%%%%%%%%%%%%%%%[NEWLINE]%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%[NEWLINE]\vspace{0.1cm... | |
\begin{tabular}{lclccccccccc}[NEWLINE]\hline\\[NEWLINE]Data&$f$&Method&-0.95&-0.70&-0.50&-0.20&\hspace{0.1cm}0.00&0.20&0.50&0.70&0.95\\[NEWLINE]\hline[NEWLINE]\\[NEWLINE]%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%[NEWLINE]%%%%%%%%%%%%%%Bernoulli(n=300)%%%%%%%%%%%%%[NEWLINE]%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%[NEWLINE]\vspace{... | |
\begin{tabular}{llccccccccccc}[NEWLINE]\hline\\[NEWLINE]\vphantom&\vphantom&\vphantom&$90\%$&\vphantom&\vphantom&\vphantom&$95\%$&\vphantom&\vphantom&\vphantom&$99\%$&\phantom{k}\\[NEWLINE]\cline{3-5}\cline{7-9}\cline{11-13}\vspace{0.1cm}\hspace{0.1cm}\\[NEWLINE]Data&\hspace{0.15cm}Method&\hspace{0.25cm}$f_1$&\hspace{0... | |
\begin{tabular}{lcccccc}[NEWLINE]\hline\\[NEWLINE]Data&Parameters&Bias&CP$_{90\%}$&CP$_{95\%}$&ESE&RMSE\\[NEWLINE]\hline\\[NEWLINE]\vspace{0.1cm}[NEWLINE]\phantom{k}&$\beta_1=\phantom{-}0.50$&\hspace{0.2cm}\phantom{-}0.001(\phantom{-}0.001)&\hspace{0.1cm}87.8(87.4)&\hspace{0.1cm}94.0(94.6)&0.096(0.095)&0.096(0.095)\\[N... | |
\begin{tabular}{ccccccc}[NEWLINE]\hline\\[NEWLINE]Dimension&&Averagecomputationtime(inseconds)&\\[NEWLINE]\\[NEWLINE]&$n=300$&$n=1000$&$n=3000$\\[NEWLINE]\hline\\[NEWLINE]\vspace{0.1cm}[NEWLINE]$q=1$&1.86&2.78&7.00\\[NEWLINE]\vspace{0.1cm}[NEWLINE]$q=2$&2.10&3.46&11.60\\[NEWLINE]\vspace{0.1cm}[NEWLINE]$q=3$&2.51&4.66&1... | |
\begin{tabular}{lccc}[NEWLINE]\hline\\[NEWLINE]\textbf{Parameters}&\textbf{Estimates}&\textbf{CI90\%}&\textbf{sd}$_{post}$\\[NEWLINE]\hline\\[NEWLINE]$\beta_1$(\textit{Children})&-0.179&[-0.239;-0.122]&0.036\\[NEWLINE]$\beta_2$(\textit{Race})&-0.127&[-0.263;\phantom{-}0.005]&0.081\\[NEWLINE]$\beta_3$(\textit{Maritalsta... | |
\begin{tabular}{lccc}[NEWLINE]\hline\\[NEWLINE]\textbf{Parameters}&\textbf{Estimates}&\textbf{CI90\%}&\textbf{sd}$_{post}$\\[NEWLINE]\hline\\[NEWLINE]$\beta_1$(\textit{BMI})&-0.034&[-0.046;-0.022]&0.007\\[NEWLINE]$\beta_2$(\textit{Betadiet})&\phantom{-}0.047&[-0.009;\phantom{-}0.101]&0.033\\[NEWLINE]$\beta_3$(\textit{G... | |
\begin{tabular}{|c|c|c|c|c|c|}[NEWLINE]\hline\small[NEWLINE]$N=m=4$&$(0,1,0)$&$(0,1,1)$&$(1,0,1)$&$(1,1,0)$&$(1,1,1)$\\[NEWLINE]\hline[NEWLINE]$(0,0,0)$&$4_2$&$7_6$&$6_8$&$7_6$&$10_{10}$\\[NEWLINE]$(0,0,1)$&$7_2$&$10_6$&$9_8$&$10_6$&$13_{10}$\\[NEWLINE]$(0,1,0)$&$8_2$&$11_6$&$10_8$&$11_6$&$14_{10}$\\[NEWLINE]$(0,1,1)$&... | |
\begin{tabular}{|c|l|}[NEWLINE]\hline\small[NEWLINE]$n$&Spectrum\\[NEWLINE]\hline[NEWLINE]$0$&$10_1,13_2,14_1,16_1,17_2,20_1$\\[NEWLINE]$1$&$6_1,7_2,9_2,10_6,11_2,12_1,13_6,14_5,16_2,17_4,20_1$\\[NEWLINE]$2$&$4_1,6_2,7_4,8_1,9_4,10_8,11_4,12_2,13_8,14_6,16_3,17_4,20_1$\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]\hline[NEWLINE]Site&Model&\(R^{2}\)&\emph{RMSE}\(_{\text{CDF}}\)\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]Crosby&&&\\[NEWLINE]&PRFT&0.999999&0.0005\\[NEWLINE]&NHMC&0.999963&0.0020\\[NEWLINE]&&&\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{|c|c|c|c|c|c|}[NEWLINE]\hline[NEWLINE]Model&12-hLag&24-hLag&48-hLag&100-hLag\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]&&&&\\[NEWLINE]PRFT&0.0001&0.0001&0.0001&0.0001\\[NEWLINE]NHMC&0.0247&0.0193&0.0160&0.0157\\[NEWLINE]&&&&\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{lcr}[NEWLINE]\hline[NEWLINE]&Localized&Decentralized\\\hline[NEWLINE]$\textbf{nnz}(K)/\textbf{nnz}(K_c)$&$30.2\%$&$2.8\%$\\\hline[NEWLINE]$(J-J_c)/J_c$&$6\times10^{-8}\%$&$0.4\%$\\\hline[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{|c||c|}[NEWLINE]%\hline[NEWLINE]%One&Two\\[NEWLINE]%\hline[NEWLINE]%Three&Four\\[NEWLINE]%\hline[NEWLINE]%\end{tabular} | |
\begin{tabular}{ll|ccc}[NEWLINE]Functional&$\frac{1}{R}$&$\lambda$&$x$&$E$\\[NEWLINE]\hline[NEWLINE]HF&0&0.26&0.286&-0.4949\\[NEWLINE]&0&0.60&0&-0.4949\\[NEWLINE]&0.1&0.51&0&-0.5490\\[NEWLINE]&0.2&0.36&0&-0.6067\\[NEWLINE]&0.32&0.01&0&-0.6945\\[NEWLINE]&&&&\\[NEWLINE]HFB&0&0&0.438&-0.7029\\[NEWLINE]&0.1&0&0.418&-0.7050... | |
\begin{tabular}{c|c|c|c|c|c|c}[NEWLINE]\hline[NEWLINE]Decoding&$AP$&$AP^{50}$&$AP^{75}$&$AP^{M}$&$AP^{L}$&$AR$\\[NEWLINE]\hline\hline[NEWLINE]NoShifting[NEWLINE]&61.2&88.1&72.3&59.0&66.3&68.7[NEWLINE]\\[NEWLINE]StandardShifting[NEWLINE]&66.9&\bf88.7&76.3&64.6&72.3&73.7[NEWLINE]\\[NEWLINE]\hline[NEWLINE]\bfOurs[NEWLINE]... | |
\begin{tabular}{c|c|c|c|c|c|c|c}[NEWLINE]\hline[NEWLINE]Encode&Decode&$AP$&$AP^{50}$&$AP^{75}$&$AP^{M}$&$AP^{L}$&$AR$\\[NEWLINE]\hline\hline[NEWLINE]Biased&Standard[NEWLINE]&66.9&88.7&76.3&64.6&72.3&73.7[NEWLINE]\\[NEWLINE]\bfUnbiased&Standard[NEWLINE]&\bf68.0&\bf88.9&\bf77.0&\bf65.4&\bf73.7&\bf74.5[NEWLINE]\\[NEWLINE]... | |
\begin{tabular}{c|c|c|c|c|c|c|c|c}[NEWLINE]\hline[NEWLINE]Method&Inputsize&GFLOPs&$AP$&$AP^{50}$&$AP^{75}$&$AP^{M}$&$AP^{L}$&$AR$\\[NEWLINE]\hline\hline[NEWLINE]HRN32&\multirow{2}{*}{128$\times$96}&\multirow{2}{*}{1.8}[NEWLINE]&66.9&88.7&76.3&64.6&72.3&73.7[NEWLINE]\\[NEWLINE]\bfDARK&&[NEWLINE]&\bf70.7&\bf88.9&\bf78.4&... | |
\begin{tabular}{c|c|c|c|c|c|c}[NEWLINE]\hline[NEWLINE]Method&$AP$&$AP^{50}$&$AP^{75}$&$AP^{M}$&$AP^{L}$&$AR$\\[NEWLINE]\hline\hline[NEWLINE]HRN48&[NEWLINE]75.5&\bf92.5&83.3&71.9&81.5&80.5[NEWLINE]\\[NEWLINE]DARK&[NEWLINE]\bf76.2&\bf92.5&\bf83.6&\bf72.5&\bf82.4&\bf81.1[NEWLINE]\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{c|c|c|c|c|c|c}[NEWLINE]\hline[NEWLINE]Dataset&$AP$&$AP^{50}$&$AP^{75}$&$AP^{M}$&$AP^{L}$&$AR$\\[NEWLINE]\hline\hline[NEWLINE]COCO&[NEWLINE]76.2&92.5&83.6&72.5&82.4&81.1[NEWLINE]\\[NEWLINE]COCO+AIC&[NEWLINE]\bf77.4&\bf92.6&\bf84.6&\bf73.6&\bf83.7&\bf82.3[NEWLINE]\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{c|c|c|c|c|c|c}[NEWLINE]\hline[NEWLINE]Detector&$AP$&$AP^{50}$&$AP^{75}$&$AP^{M}$&$AP^{L}$&$AR$\\[NEWLINE]\hline\hline[NEWLINE]MSRA&[NEWLINE]77.4&92.6&84.6&73.6&83.7&82.3[NEWLINE]\\[NEWLINE]\hline[NEWLINE]SNIPER&[NEWLINE]78.0&\bf93.6&85.1&74.2&83.6&82.6[NEWLINE]\\[NEWLINE]HTC&[NEWLINE]\bf78.2&93.5&\bf85.... | |
\begin{tabular}{c|c|c|c|c|c|c}[NEWLINE]\hline[NEWLINE]Model&$AP$&$AP^{50}$&$AP^{75}$&$AP^{M}$&$AP^{L}$&$AR$\\[NEWLINE]\hline[NEWLINE]BestSingle&[NEWLINE]78.2&93.5&85.5&74.4&84.2&83.5[NEWLINE]\\[NEWLINE]Ensemble(3)&[NEWLINE]78.7&93.6&\bf86.0&74.7&84.3&\bf83.5[NEWLINE]\\[NEWLINE]Ensemble(8)&\bf78.9&\bf93.8&\bf86.0&\bf75.... | |
\begin{tabular}{c|c|c|c|c|c}[NEWLINE]\hline[NEWLINE]$AP$&$AP^{50}$&$AP^{75}$&$AP^{M}$&$AP^{L}$&$AR$\\[NEWLINE]\hline[NEWLINE]76.4&92.5&82.7&70.9&83.8&81.6[NEWLINE]\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{lccccccc}[NEWLINE]\hline[NEWLINE]\rule{0pt}{12pt}[NEWLINE]&\multicolumn{7}{c}{Processors}\\[NEWLINE]&1&\multicolumn{3}{c}{2}&\multicolumn{3}{c}{4}\\[NEWLINE]\cline{2-8}[NEWLINE]\rule{0pt}{12pt}[NEWLINE]Window&$\Diamond$&$\Diamond$&$\Box$&$\bigtriangleup$&$\Diamond$&$\Box$&$\bigtriangleup$[NEWLINE]\\[NEW... | |
\begin{tabular}{||c|c|c|c||}[NEWLINE]\hline[NEWLINE]file&truelabel&trainlabel&triggered\\\hline\hline[NEWLINE]f1&1&1&False\\[NEWLINE]f2&1&2&True\\[NEWLINE]...&...&...&...\\\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{||c|c|c|c|c||}[NEWLINE]\hline[NEWLINE]Poisoning&Trigger&Placement&XForms&BatchSize\\[NEWLINE]\hline\hline[NEWLINE]5&RL&Static&\code{null}&16\\[NEWLINE]10&RRP&Dynamic&\code{Rotate}&32\\[NEWLINE]20&&&&64\\[NEWLINE]30&&&&\\[NEWLINE]40&&&&\\[NEWLINE]50&&&&\\[NEWLINE]\hline[NEWLINE][NEWLINE]\end{tabular} | |
\begin{tabular}{||l|l||}[NEWLINE]\hline[NEWLINE]Hyperparameter&Value\\\hline\hline[NEWLINE]Horizon(T)&128\\[NEWLINE]Adamstepsize&$10^{-5}$\\[NEWLINE]Num.epochs&3\\[NEWLINE]Minibatchsize&256\\[NEWLINE]Discount&0.99\\[NEWLINE]GAEparameter&0.95\\[NEWLINE]Clippingparameter&0.1\\[NEWLINE]VFcoeff.&1\\[NEWLINE]Entropycoeff.&0... | |
\begin{tabular}{||c|c||}[NEWLINE]\hline[NEWLINE]BatchSize&EpochsTrained($\mu\pm\sigma)$\\[NEWLINE]\hline\hline[NEWLINE]$16$&$14.1\pm2.4$\\[NEWLINE]$32$&$15.7\pm2.7$\\[NEWLINE]$64$&$17.9\pm2.9$\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{||c|c|c|c|c|c|c|c||}[NEWLINE]\hline[NEWLINE]\multirow{2}{4.5em}{}&\multirow{2}{2em}{BatchSize}&\multicolumn{6}{|c|}{DatasetPoisoningPercentage}\\[NEWLINE]&&5&10&20&30&40&50\\[NEWLINE]\hline\hline[NEWLINE]\multirow{3}{4.5em}{Static\\NoRotation}&16&1/15&2/15&2/15&4/14&2/11&2/14\\[NEWLINE]&32&4/15&3/15&4/1... | |
\begin{tabular}{||c|c|c|c|c|c|c|c||}[NEWLINE]\hline[NEWLINE]\multirow{2}{4.5em}{}&\multirow{2}{2em}{BatchSize}&\multicolumn{6}{|c|}{DatasetPoisoningPercentage}\\[NEWLINE]&&5&10&20&30&40&50\\[NEWLINE]\hline\hline[NEWLINE]\multirow{3}{4.5em}{Static\\NoRotation}&16&1/15&3/14&3/15&1/15&4/15&1/15\\[NEWLINE]&32&\textcolor{re... | |
\begin{tabular}{||c|c||}[NEWLINE]%\hline[NEWLINE]%AvgCleanScore&AvgTriggeredScore\\\hline\hline[NEWLINE]%52.22&-62.69\\\hline[NEWLINE]%\end{tabular} | |
\begin{tabular}{c||C{2.5cm}|C{1.45cm}C{1.6cm}|C{1.45cm}C{1.6cm}}[NEWLINE]\toprule[1pt][NEWLINE]Method&z/z(reference)&z/SO3&dropby&SO3/SO3&dropby[NEWLINE]\\\hline\hline[NEWLINE]SubVolSupMO~\cite{qi2016volumetric}[NEWLINE]&89.5[NEWLINE]&45.5&49.2\%$\hspace{1mm}\downarrow$[NEWLINE]&85.0&5.0\%$\hspace{1mm}\downarrow$[NEWLI... | |
\begin{tabular}{C{3.3cm}||C{2.5cm}|C{1.45cm}C{1.6cm}}[NEWLINE]\toprule[1pt][NEWLINE]Method&z/z(reference)&z/SO3&dropby\\\hline\hline[NEWLINE]SphericalCNN~\cite{esteves2018learning}&88.9&78.6&11.6\%$\hspace{1mm}\downarrow$\\[NEWLINE]SFCNN~\cite{rao2019spherical}&91.4&84.8&7.2\%$\hspace{1mm}\downarrow$\\\hline[NEWLINE]RI... | |
\begin{tabular}{C{1.4cm}||C{1.4cm}C{1.4cm}|C{3.5cm}|C{1.7cm}C{1.7cm}||C{1.7cm}}[NEWLINE]\toprule[1pt][NEWLINE]\multirow{2}*{Scenario}&\multicolumn{2}{c|}{Ablationstudy}&Rot.-inv.representation&\multicolumn{2}{c||}{Networkarchitecture}&\multirow{2}*{Fullpipeline}\\\cline{2-6}[NEWLINE]&Case\#1&Case\#2&RI-ShellConv&PointN... | |
\begin{tabular}{|p{1.5cm}|p{1.4cm}|p{1.8cm}|p{0.8cm}|}[NEWLINE]\hline[NEWLINE]Algorithms&AccumulatedPackets&MeanComputationTime(ms)&STD(ms)\\\hline[NEWLINE]SpotFi&10&508.5&1206.9\\\hline[NEWLINE]PAoA(AVG)&10&196.3&23.7\\\hline[NEWLINE]PAoA&1&20.3&60.3\\\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]%\hline[NEWLINE]%\textbf{Table}&\multicolumn{3}{|c|}{\textbf{TableColumnHead}}\\[NEWLINE]%\cline{2-4}[NEWLINE]%\textbf{Head}&\textbf{\textit{Tablecolumnsubhead}}&\textbf{\textit{Subhead}}&\textbf{\textit{Subhead}}\\[NEWLINE]%\hline[NEWLINE]%copy&Moretablecopy$^{\mathrm{a}}$&&\\[NEWLIN... | |
\begin{tabular}{@{}cl@{}}[NEWLINE]\toprule[NEWLINE]Manifold&Positiveform[NEWLINE]\\[NEWLINE]\midrule[NEWLINE]$M$[NEWLINE]&$-\ddu\ddy\dd\varphi$[NEWLINE]\\[NEWLINE]$\Sigma$[NEWLINE]&$-\ddy\dd\varphi$[NEWLINE]\\[NEWLINE]$\bdry\Sigma$[NEWLINE]&$\dd\varphi$[NEWLINE]\\[NEWLINE]$\spatialBdry$[NEWLINE]&$-\ddu\dd\varphi$[NEWLI... | |
\begin{tabular}{c|c|c}[NEWLINE]$\beta$&$a\sqrt{\sigma}$&$a$\\\hline[NEWLINE]5.5&0.2790(4)&0.12555(18)fm\\\hline[NEWLINE]6.0&0.2524(4)&0.11358(18)fm[NEWLINE]\end{tabular} | |
\begin{tabular}{lcccc}[NEWLINE]\hline\hline[NEWLINE]&1130&1130&1113\\[NEWLINE]&Darksat&Darksat&\\[NEWLINE]\hline[NEWLINE]Date(J2000)&2020/02/08&2020/03/06&2020/03/06\\[NEWLINE]Time(UTC)&00:52:30&00:30:22&00:15:26\\[NEWLINE]Filter&Sloanr'&Sloang'&Sloang'\\[NEWLINE]Exposuretime(s)&8.0&1.5&2.0\\[NEWLINE]Altitude(km)&471.6... | |
\begin{tabular}{lccccc}[NEWLINE]\hline\hline[NEWLINE]Star&Comparison&Sloanr'&Sloang'\\[NEWLINE]Name&Star&Mag.&Mag.&\\[NEWLINE]\hline[NEWLINE]\multicolumn{5}{c}{STARLINK-1130:2020/02/08}\\[NEWLINE]\hline[NEWLINE]BD-05\,848&1&$9.18\pm0.07$&--\\[NEWLINE]HD\,26528&2&$9.27\pm0.04$&--\\[NEWLINE]V$^*$BZEri&3&$9.67\pm0.06$&--\... | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]\hline[NEWLINE]Index&Inputs&Operation&Outputshape\\\hline[NEWLINE](1)&Input&IdentityMesh&N$\times$3$\times$V\\%\hline[NEWLINE](2)&Input&InputFeatures&N$\times$C$\times$V\\%\hline[NEWLINE](3)&(1),(2)&SPAdaIN1(C=C)&N$\times$C$\times$V\\%\hline[NEWLINE](4)&(3)&conv1d(C$\rightarrow$C,$1\t... | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]\hline[NEWLINE]Index&Inputs&Operation&Outputshape\\\hline[NEWLINE](1)&Input&IdentityMesh&N$\times$3$\times$V\\%\hline[NEWLINE](2)&Input&InputFeatures&N$\times$C$\times$V\\%\hline[NEWLINE](3)&(1)&conv1d(3$\rightarrow$C,$1\times1$)&N$\times$C$\times$V\\%\hline[NEWLINE](4)&(1)&conv1d(3$\... | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]\hline[NEWLINE]Index&Inputs&Operation&Outputshape\\\hline[NEWLINE](1)&Input&IdentityMesh&N$\times$3$\times$V\\%\hline[NEWLINE](2)&Input&InputFeatures&N$\times$C$\times$V\\%\hline[NEWLINE](3)&(1),(2)&SPAdaIN1(C=C)&N$\times$C$\times$V\\%\hline[NEWLINE](4)&(3)&conv1d(C$\rightarrow$C,$1\t... | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]\hline[NEWLINE]Index&Inputs&Operation&Outputshape\\\hline[NEWLINE](1)&Input&IdentityMesh&N$\times$3$\times$V\\%\hline[NEWLINE](2)&Input&InputFeatures&N$\times$C$\times$V\\%\hline[NEWLINE](3)&(1)&conv1d(3$\rightarrow$C,$1\times1$)&N$\times$C$\times$V\\%\hline[NEWLINE](4)&(1)&conv1d(3$\... | |
\begin{tabular}{l|l|cccc|l}[NEWLINE]\hline[NEWLINE]EvaluationofXAI&Task(dataset)&\multicolumn{4}{c}{Properties}&{proposed/usedin}\\[NEWLINE]{}&{}&synthetic&selective&samemodel&samedata&{}\\[NEWLINE]\hline[NEWLINE]PixelPerturbation&{}&\xmark&\xmark&\cmark&\xmark&\cite{Bach:PLOS2015,Samek:TNNLS2017,Shrikumar:ICML2017,Lun... | |
\begin{tabular}{l|cc|cc|cc}[NEWLINE]\hline[NEWLINE]\textbf{}&\multicolumn{2}{c}{correctlypredicted}&\multicolumn{2}{c}{correctlypredicted}&\multicolumn{2}{c}{correctlypredicted}\\[NEWLINE]\textbf{RelevanceMassAccuracy}&\multicolumn{2}{c}{\textbf{all}}&\multicolumn{2}{c}{\textbf{\&proba$>$0.99999}}&\multicolumn{2}{c}{\t... | |
\begin{tabular}{p{0.35\textwidth}p{0.85\textwidth}p{0.2\textwidth}}[NEWLINE]\toprule[NEWLINE]\noalign{\smallskip}[NEWLINE][NEWLINE]\multicolumn{3}{l}{\textbf{RelevanceMassAccuracy}}\\[NEWLINE]Method&Hyperparameters&Pooling\\[NEWLINE]\midrule[NEWLINE]LRP\cite{Bach:PLOS2015}&$\alpha_{1},\beta_{0}$-ruleinthehiddenlayers,b... | |
\begin{tabular}{l|cc|cc|cc}[NEWLINE]\hline[NEWLINE]\textbf{}&\multicolumn{2}{c}{correctlypredicted}&\multicolumn{2}{c}{correctlypredicted}&\multicolumn{2}{c}{correctlypredicted}\\[NEWLINE]\textbf{RelevanceRankAccuracy}&\multicolumn{2}{c}{\textbf{all}}&\multicolumn{2}{c}{\textbf{\&proba$>$0.99999}}&\multicolumn{2}{c}{\t... | |
\begin{tabular}{l|cc}[NEWLINE]\hline[NEWLINE]\textbf{}&\multicolumn{2}{c}{correctlypredicted}\\[NEWLINE]\textbf{RelevanceMassAccuracy}&\multicolumn{2}{c}{\textbf{\&querycolor}}\\[NEWLINE]\textbf{}&mean(std)&median\\[NEWLINE]\hline[NEWLINE][NEWLINE]LRP\cite{Bach:PLOS2015}&\textbf{0.87}(0.15)&\textbf{0.92}\\%l2-norm-sq,L... | |
\begin{tabular}{l|cc}[NEWLINE]\hline[NEWLINE]\textbf{}&\multicolumn{2}{c}{correctlypredicted}\\[NEWLINE]\textbf{RelevanceRankAccuracy}&\multicolumn{2}{c}{\textbf{\&querycolor}}\\[NEWLINE]\textbf{}&mean(std)&median\\[NEWLINE]\hline[NEWLINE][NEWLINE]LRP\cite{Bach:PLOS2015}&\textbf{0.73}(0.13)&\textbf{0.76}\\%max-norm,LRP... | |
\begin{tabular}{l|cc}[NEWLINE]\hline[NEWLINE]\textbf{}&\multicolumn{2}{c}{allcorrectlypredicted}\\[NEWLINE]\textbf{RelevanceMassAccuracy}&\multicolumn{2}{c}{{\textbf{GTAllObjects}}}\\[NEWLINE]\textbf{}&mean(std)&median\\[NEWLINE]\hline[NEWLINE][NEWLINE]LRP\cite{Bach:PLOS2015}&0.96(0.03)&0.97\\%l2-norm-sq,LRP/LRP_alpha_... | |
\begin{tabular}{l|cc}[NEWLINE]\hline[NEWLINE]\textbf{}&\multicolumn{2}{c}{allcorrectlypredicted}\\[NEWLINE]\textbf{RelevanceRankAccuracy}&\multicolumn{2}{c}{{\textbf{GTAllObjects}}}\\[NEWLINE]\textbf{}&mean(std)&median\\[NEWLINE]\hline[NEWLINE][NEWLINE]LRP\cite{Bach:PLOS2015}&0.74(0.08)&0.75\\%max-norm,LRP/LRP_alpha_bo... | |
\begin{tabular}{l|cc|cc|cc|cc}[NEWLINE]\hline[NEWLINE]\textbf{}&\multicolumn{8}{c}{correctlypredicted\&nocounting}\\[NEWLINE]\textbf{RelevanceMassAccuracy}&\multicolumn{2}{c}{\footnotesize{\textbf{GTUnique}}}&\multicolumn{2}{c}{\footnotesize{\textbf{GTUniqueFirst-non-empty}}}&\multicolumn{2}{c}{\footnotesize{\textbf{GT... | |
\begin{tabular}{l|cc|cc|cc|cc}[NEWLINE]\hline[NEWLINE]\textbf{}&\multicolumn{8}{c}{correctlypredicted\&nocounting}\\[NEWLINE]\textbf{RelevanceRankAccuracy}&\multicolumn{2}{c}{\footnotesize{\textbf{GTUnique}}}&\multicolumn{2}{c}{\footnotesize{\textbf{GTUniqueFirst-non-empty}}}&\multicolumn{2}{c}{\footnotesize{\textbf{GT... | |
\begin{tabular}{l|c|cccc|cccc}[NEWLINE]\toprule[NEWLINE]\noalign{\smallskip}[NEWLINE]\multicolumn{10}{l}{\textbf{CLEVR-XAI-simple(39,761datapoints)}}\\[NEWLINE]\noalign{\smallskip}[NEWLINE]\multicolumn{10}{l}{programlength:4min,6max,5.1mean,0.7std}\\[NEWLINE]\multicolumn{2}{c}{}&\multicolumn{4}{c}{numberofpixels}&\mult... | |
\begin{tabular}{@{}ccccc@{}}[NEWLINE]\toprule[NEWLINE]Structure&G&UC&W/S&T\textsubscript{VO2}\/\T\textsubscript{METAL}\\[NEWLINE]&($\mu$m)&($\mu$m)&($\mu$m)&(nm)\\[NEWLINE]\midrule[NEWLINE]\vhtable1&1&10&45/106.5&17/200\\[NEWLINE]\vhtable2&2&10&45/106.5&17/200\\[NEWLINE]\vhtable3&1&100&45/106.5&17/200\\[NEWLINE]\vhtabl... | |
\begin{tabular}{rcccc}[NEWLINE]\toprule[NEWLINE]Substrate($\mu$m)&50&100&500&\\[NEWLINE]\midrule[NEWLINE]\vhtableDistanceforT:0\,$\mu$m&0.83\,mm&1.16\,mm&2.53\,mm&\\[NEWLINE]\vspace*{+3pt}[NEWLINE]\vhtableFrequency($\lambda/20$)&8.00\,GHz&5.73\,GHz&2.63\,GHz&\\[NEWLINE]\bottomrule[NEWLINE]\toprule[NEWLINE]Substrate50\,... | |
\begin{tabular}{rcccccccc}[NEWLINE]\toprule[NEWLINE]Dipole&D\textsubscript{o}&G\textsubscript{o}&$\eta_{cd}$&R\textsubscript{r}&R\textsubscript{s}&L&C&C\textsubscript{f}\\[NEWLINE]\vhtable(GHz)&(dBi)&(dBi)&&($\Omega$)&($\Omega$)&(nH)&(fF)&(fF)\\[NEWLINE]\midrule[NEWLINE]\vhtableMetal2.45&2.09&1.71&0.917&39.6&3.6&23.3&1... | |
\begin{tabular}{rccccc}[NEWLINE]\toprule[NEWLINE]Tech&Freq.&Tune&Eff.\,/\,Gain&Speed&DCBias\\[NEWLINE]\vhtable&(GHz)&(\%)&(\%)\,/\,(dBi)&($\mu$sec)&\\[NEWLINE]\midrule[NEWLINE]\vhtableLiquid\cite{shiroma_liquidmetal_monopole}&4.48-5.52&20.8&90.4\,/\,0.3&Slow&N/A\\[NEWLINE]\vhtableOrigami\cite{origami}&1.78-3.64&68.6&12... | |
\begin{tabular}{rccccc}[NEWLINE]\toprule[NEWLINE]Technology&FOM&Loss/Isol.&Freq.&Power&Speed\\%&Area\\[NEWLINE]\vhtable&(THz)&(dB)&(GHz)&&($\mu$sec)\\[NEWLINE]\midrule[NEWLINE]\vhtable{\VO}\cite{VO2_SPST}&26.5&$<$0.5/$>$30&DC-50&37.5mW&0.025\\[NEWLINE]\vhtableGeTe\cite{GeTe_SPST}&7.8&$<$0.3/$>$20&0-26&Nostatic&0.15-2\\... | |
\begin{tabular}{cccccc}[NEWLINE]\hline[NEWLINE]\textbf{Name}&\multicolumn{1}{l}{\textbf{\#time-series}}&\multicolumn{1}{l}{\textbf{min-obs}}&\multicolumn{1}{l}{\textbf{max-obs}}&\multicolumn{1}{l}{\textbf{mean-obs}}&\multicolumn{1}{l}{\textbf{std-obs}}\\[NEWLINE]\hline[NEWLINE]\textsc{flights}&1,415&431&745&734&23\\[NE... |
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