\begin{figure} \centering \begin{tikzpicture} \begin{axis}[ xlabel={ Recall }, ylabel={ Queries per second (1/s) }, ymode = log, yticklabel style={/pgf/number format/fixed, /pgf/number format/precision=3}, legend style = { anchor=west}, cycle list name = black white ] \addplot coordinates { (0.23414, 3820.4740524) (0.36011, 3283.10484376) (0.47459, 2960.3762525) (0.67665, 2278.16595404) (0.78001, 1529.77224714) (0.85963, 1038.04590662) (0.89873, 816.265191839) (0.93413, 593.809947416) (0.96344, 408.099898105) (0.97842, 305.242183639) (0.99373, 183.369771754) }; \addlegendentry{ fashion-mnist-784-euclidean (k = 10) }; \addplot coordinates { (0.0909, 869.986119396) (0.1827, 397.799420055) (0.2963, 181.479809087) (0.4119, 89.770102674) (0.547, 48.4812595022) (0.6896, 25.8551729138) (0.8062, 13.2486270234) (0.8846, 9.18058599487) (0.9306, 5.82716775842) (0.9488, 5.01289846959) (0.9787, 3.82918297877) (0.9894, 3.06839544889) (0.9961, 2.55008782853) }; \addlegendentry{ gist-960-euclidean (k = 10) }; \addplot coordinates { (0.08717, 2497.20052793) (0.1762, 1294.44150811) (0.25114, 681.249470401) (0.31644, 320.731951168) (0.37131, 185.256464281) (0.42121, 88.0287970562) (0.46611, 49.9319481279) (0.49362, 32.2517949293) (0.51041, 22.5164910002) (0.52111, 19.9935467568) (0.53551, 12.8694681385) (0.54169, 10.5880865454) (0.54706, 8.80677098174) }; \addlegendentry{ glove-100-angular (k = 10) }; \addplot coordinates { (0.1198, 3862.49127917) (0.18794, 2424.33560592) (0.25453, 1479.56463315) (0.32046, 821.929367365) (0.35952, 454.287079895) (0.39207, 299.181050878) (0.40585, 155.074064738) (0.40719, 91.4877279832) }; \addlegendentry{ nytimes-256-angular (k = 10) }; \addplot coordinates { (0.16309, 3182.64951924) (0.26458, 2569.54199671) (0.37404, 2266.10656002) (0.468, 2061.91906114) (0.59532, 1386.4914547) (0.72281, 812.300585364) (0.83357, 492.085448469) (0.88814, 337.035239872) (0.93747, 217.543938486) (0.97974, 105.926129567) (0.99056, 75.2845411187) (0.99788, 45.6696324569) }; \addlegendentry{ sift-128-euclidean (k = 10) }; \end{axis} \end{tikzpicture} \caption{ Recall-Queries per second (1/s) tradeoff - up and to the right is better } \label{} \end{figure}
\begin{figure} \centering \begin{tikzpicture} \begin{axis}[ xlabel={ Recall }, ylabel={ Index size (kB)/Queries per second (s) }, ymode = log, yticklabel style={/pgf/number format/fixed, /pgf/number format/precision=3}, legend style = { anchor=west}, cycle list name = black white ] \addplot coordinates { (0.23414, 489.714096821) (0.36011, 569.133210458) (0.47459, 629.78075791) (0.67665, 814.049563293) (0.78001, 1208.8675314) (0.85963, 1775.05444437) (0.89873, 2250.96453747) (0.93413, 3083.91600371) (0.96344, 4465.78891213) (0.97842, 5957.10585713) (0.99373, 9894.28073473) }; \addlegendentry{ fashion-mnist-784-euclidean (k = 10) }; \addplot coordinates { (0.0909, 11457.1621061) (0.1827, 24880.1871019) (0.2963, 53801.797837) (0.4119, 107817.143032) (0.547, 198069.359142) (0.6896, 370170.721036) (0.8062, 715649.099584) (0.8846, 1024814.3207) (0.9306, 1610427.63638) (0.9488, 1862806.52932) (0.9787, 2431700.97946) (0.9894, 3026810.64247) (0.9961, 3631241.20526) }; \addlegendentry{ gist-960-euclidean (k = 10) }; \addplot coordinates { (0.08717, 1416.02725149) (0.1762, 2666.11969594) (0.25114, 4924.30474555) (0.31644, 10185.4897465) (0.37131, 17106.9658071) (0.42121, 34872.4520004) (0.46611, 60617.3024182) (0.49362, 90808.21723) (0.51041, 128767.311033) (0.52111, 143946.8462) (0.53551, 217423.126572) (0.54169, 263644.992703) (0.54706, 313072.748879) }; \addlegendentry{ glove-100-angular (k = 10) }; \addplot coordinates { (0.1198, 607.068296217) (0.18794, 953.249209539) (0.25453, 1536.04644845) (0.32046, 2728.89142189) (0.35952, 4863.03066446) (0.39207, 7335.62501222) (0.40585, 13957.7433767) (0.40719, 23492.0687985) }; \addlegendentry{ nytimes-256-angular (k = 10) }; \addplot coordinates { (0.16309, 1097.8337322) (0.26458, 1348.75398201) (0.37404, 1508.99523453) (0.468, 1625.22383306) (0.59532, 2370.69474092) (0.72281, 3974.08552716) (0.83357, 6311.26973915) (0.88814, 9064.725698) (0.93747, 13811.7017689) (0.97974, 27733.4403891) (0.99056, 38230.7437521) (0.99788, 61730.3851232) }; \addlegendentry{ sift-128-euclidean (k = 10) }; \end{axis} \end{tikzpicture} \caption{ Recall-Index size (kB)/Queries per second (s) tradeoff - down and to the right is better } \label{} \end{figure}
\begin{figure} \centering \begin{tikzpicture} \begin{axis}[ xlabel={ Recall }, ylabel={ Build time (s) }, ymode = log, yticklabel style={/pgf/number format/fixed, /pgf/number format/precision=3}, legend style = { anchor=west}, cycle list name = black white ] \addplot coordinates { (0.97842, 26.2722969055) (0.99373, 28.0463318825) }; \addlegendentry{ fashion-mnist-784-euclidean (k = 10) }; \addplot coordinates { (0.9961, 395.156290054) }; \addlegendentry{ gist-960-euclidean (k = 10) }; \addplot coordinates { (0.53551, 138.72263217) (0.54706, 138.831362009) }; \addlegendentry{ glove-100-angular (k = 10) }; \addplot coordinates { (0.3804, 55.8640599251) (0.39392, 58.6013038158) (0.39431, 59.5286989212) (0.40585, 61.3557491302) (0.40719, 62.578248024) }; \addlegendentry{ nytimes-256-angular (k = 10) }; \addplot coordinates { (0.99788, 142.560281992) }; \addlegendentry{ sift-128-euclidean (k = 10) }; \end{axis} \end{tikzpicture} \caption{ Recall-Build time (s) tradeoff - down and to the right is better } \label{} \end{figure}
\begin{figure} \centering \begin{tikzpicture} \begin{axis}[ xlabel={ Recall }, ylabel={ Index size (kB) }, ymode = log, yticklabel style={/pgf/number format/fixed, /pgf/number format/precision=3}, legend style = { anchor=west}, cycle list name = black white ] \addplot coordinates { (0.99373, 1814312) }; \addlegendentry{ fashion-mnist-784-euclidean (k = 10) }; \addplot coordinates { (0.9961, 9259984) }; \addlegendentry{ gist-960-euclidean (k = 10) }; \addplot coordinates { (0.54706, 2757160) }; \addlegendentry{ glove-100-angular (k = 10) }; \addplot coordinates { (0.37928, 2097448) (0.3804, 2105940) (0.38197, 2115704) (0.39431, 2126460) (0.40719, 2149236) }; \addlegendentry{ nytimes-256-angular (k = 10) }; \addplot coordinates { (0.99788, 2819204) }; \addlegendentry{ sift-128-euclidean (k = 10) }; \end{axis} \end{tikzpicture} \caption{ Recall-Index size (kB) tradeoff - down and to the right is better } \label{} \end{figure}
\begin{figure} \centering \begin{tikzpicture} \begin{axis}[ xlabel={ Epsilon 0.01 Recall }, ylabel={ Queries per second (1/s) }, ymode = log, yticklabel style={/pgf/number format/fixed, /pgf/number format/precision=3}, legend style = { anchor=west}, cycle list name = black white ] \addplot coordinates { (0.25085, 3820.4740524) (0.38698, 3283.10484376) (0.50967, 2960.3762525) (0.71849, 2278.16595404) (0.81903, 1529.77224714) (0.89244, 1038.04590662) (0.92575, 816.265191839) (0.95574, 593.809947416) (0.97776, 408.099898105) (0.9881, 305.242183639) (0.99743, 183.369771754) }; \addlegendentry{ fashion-mnist-784-euclidean (k = 10) }; \addplot coordinates { (0.1093, 869.986119396) (0.2322, 397.799420055) (0.3822, 181.479809087) (0.5404, 89.770102674) (0.6914, 48.4812595022) (0.8262, 25.8551729138) (0.9037, 13.2486270234) (0.9512, 9.18058599487) (0.9676, 5.82716775842) (0.976, 5.01289846959) (0.9903, 3.82918297877) (0.996, 3.06839544889) (0.9988, 2.55008782853) }; \addlegendentry{ gist-960-euclidean (k = 10) }; \addplot coordinates { (0.09417, 2497.20052793) (0.19223, 1294.44150811) (0.27429, 681.249470401) (0.34571, 320.731951168) (0.40536, 185.256464281) (0.46055, 88.0287970562) (0.50996, 49.9319481279) (0.54024, 32.2517949293) (0.55912, 22.5164910002) (0.571, 19.9935467568) (0.58762, 12.8694681385) (0.5947, 10.5880865454) (0.60083, 8.80677098174) }; \addlegendentry{ glove-100-angular (k = 10) }; \addplot coordinates { (0.11897, 3862.49127917) (0.19239, 2424.33560592) (0.26427, 1479.56463315) (0.33504, 821.929367365) (0.37616, 454.287079895) (0.40936, 299.181050878) (0.42061, 155.074064738) }; \addlegendentry{ nytimes-256-angular (k = 10) }; \addplot coordinates { (0.17789, 3182.64951924) (0.29464, 2569.54199671) (0.41946, 2266.10656002) (0.52576, 2061.91906114) (0.66571, 1386.4914547) (0.7998, 812.300585364) (0.90207, 492.085448469) (0.94435, 337.035239872) (0.97685, 217.543938486) (0.99566, 105.926129567) (0.99835, 75.2845411187) (0.99977, 45.6696324569) }; \addlegendentry{ sift-128-euclidean (k = 10) }; \end{axis} \end{tikzpicture} \caption{ Epsilon 0.01 Recall-Queries per second (1/s) tradeoff - up and to the right is better } \label{} \end{figure}
\begin{figure} \centering \begin{tikzpicture} \begin{axis}[ xlabel={ Recall }, ylabel={ Queries per second (1/s) }, ymode = log, yticklabel style={/pgf/number format/fixed, /pgf/number format/precision=3}, legend style = { anchor=west}, cycle list name = black white ] \addplot [only marks] coordinates { (0.23414, 3820.4740524) (0.10944, 3284.14391025) (0.36011, 3283.10484376) (0.47459, 2960.3762525) (0.67665, 2278.16595404) (0.60026, 1878.63617853) (0.78001, 1529.77224714) (0.85963, 1038.04590662) (0.89873, 816.265191839) (0.93413, 593.809947416) (0.96344, 408.099898105) (0.97842, 305.242183639) (0.99373, 183.369771754) }; \addlegendentry{ fashion-mnist-784-euclidean (k = 10) }; \addplot [only marks] coordinates { (0.0909, 869.986119396) (0.1827, 397.799420055) (0.2963, 181.479809087) (0.4119, 89.770102674) (0.547, 48.4812595022) (0.6896, 25.8551729138) (0.8062, 13.2486270234) (0.8846, 9.18058599487) (0.9306, 5.82716775842) (0.9488, 5.01289846959) (0.9787, 3.82918297877) (0.9894, 3.06839544889) (0.9961, 2.55008782853) }; \addlegendentry{ gist-960-euclidean (k = 10) }; \addplot [only marks] coordinates { (0.08717, 2497.20052793) (0.1762, 1294.44150811) (0.25114, 681.249470401) (0.31644, 320.731951168) (0.37131, 185.256464281) (0.42121, 88.0287970562) (0.46611, 49.9319481279) (0.49362, 32.2517949293) (0.51041, 22.5164910002) (0.52111, 19.9935467568) (0.53551, 12.8694681385) (0.54169, 10.5880865454) (0.54706, 8.80677098174) }; \addlegendentry{ glove-100-angular (k = 10) }; \addplot [only marks] coordinates { (0.1198, 3862.49127917) (0.18794, 2424.33560592) (0.25453, 1479.56463315) (0.32046, 821.929367365) (0.35952, 454.287079895) (0.39207, 299.181050878) (0.40585, 155.074064738) (0.40719, 91.4877279832) (0.39392, 69.1286370882) (0.39431, 52.0905478786) (0.38197, 32.1523231765) (0.3804, 27.870113522) (0.37928, 20.3110518869) }; \addlegendentry{ nytimes-256-angular (k = 10) }; \addplot [only marks] coordinates { (0.16309, 3182.64951924) (0.08339, 2807.85770964) (0.26458, 2569.54199671) (0.37404, 2266.10656002) (0.468, 2061.91906114) (0.59532, 1386.4914547) (0.72281, 812.300585364) (0.83357, 492.085448469) (0.88814, 337.035239872) (0.93747, 217.543938486) (0.97974, 105.926129567) (0.99056, 75.2845411187) (0.99788, 45.6696324569) }; \addlegendentry{ sift-128-euclidean (k = 10) }; \end{axis} \end{tikzpicture} \caption{ Recall-Queries per second (1/s) tradeoff - up and to the right is better } \label{} \end{figure}
\begin{figure} \centering \begin{tikzpicture} \begin{axis}[ xlabel={ Recall }, ylabel={ Index size (kB)/Queries per second (s) }, ymode = log, yticklabel style={/pgf/number format/fixed, /pgf/number format/precision=3}, legend style = { anchor=west}, cycle list name = black white ] \addplot [only marks] coordinates { (0.23414, 489.714096821) (0.36011, 569.133210458) (0.10944, 570.42932685) (0.47459, 629.78075791) (0.67665, 814.049563293) (0.60026, 991.538447565) (0.78001, 1208.8675314) (0.85963, 1775.05444437) (0.89873, 2250.96453747) (0.93413, 3083.91600371) (0.96344, 4465.78891213) (0.97842, 5957.10585713) (0.99373, 9894.28073473) }; \addlegendentry{ fashion-mnist-784-euclidean (k = 10) }; \addplot [only marks] coordinates { (0.0909, 11457.1621061) (0.1827, 24880.1871019) (0.2963, 53801.797837) (0.4119, 107817.143032) (0.547, 198069.359142) (0.6896, 370170.721036) (0.8062, 715649.099584) (0.8846, 1024814.3207) (0.9306, 1610427.63638) (0.9488, 1862806.52932) (0.9787, 2431700.97946) (0.9894, 3026810.64247) (0.9961, 3631241.20526) }; \addlegendentry{ gist-960-euclidean (k = 10) }; \addplot [only marks] coordinates { (0.08717, 1416.02725149) (0.1762, 2666.11969594) (0.25114, 4924.30474555) (0.31644, 10185.4897465) (0.37131, 17106.9658071) (0.42121, 34872.4520004) (0.46611, 60617.3024182) (0.49362, 90808.21723) (0.51041, 128767.311033) (0.52111, 143946.8462) (0.53551, 217423.126572) (0.54169, 263644.992703) (0.54706, 313072.748879) }; \addlegendentry{ glove-100-angular (k = 10) }; \addplot [only marks] coordinates { (0.1198, 607.068296217) (0.18794, 953.249209539) (0.25453, 1536.04644845) (0.32046, 2728.89142189) (0.35952, 4863.03066446) (0.39207, 7335.62501222) (0.40585, 13957.7433767) (0.40719, 23492.0687985) (0.39392, 30798.1191251) (0.39431, 40822.3773141) (0.38197, 65802.5234565) (0.3804, 75562.6631495) (0.37928, 103266.340497) }; \addlegendentry{ nytimes-256-angular (k = 10) }; \addplot [only marks] coordinates { (0.16309, 1097.8337322) (0.08339, 1253.21022783) (0.26458, 1348.75398201) (0.37404, 1508.99523453) (0.468, 1625.22383306) (0.59532, 2370.69474092) (0.72281, 3974.08552716) (0.83357, 6311.26973915) (0.88814, 9064.725698) (0.93747, 13811.7017689) (0.97974, 27733.4403891) (0.99056, 38230.7437521) (0.99788, 61730.3851232) }; \addlegendentry{ sift-128-euclidean (k = 10) }; \end{axis} \end{tikzpicture} \caption{ Recall-Index size (kB)/Queries per second (s) tradeoff - down and to the right is better } \label{} \end{figure}
\begin{figure} \centering \begin{tikzpicture} \begin{axis}[ xlabel={ Recall }, ylabel={ Build time (s) }, ymode = log, yticklabel style={/pgf/number format/fixed, /pgf/number format/precision=3}, legend style = { anchor=west}, cycle list name = black white ] \addplot [only marks] coordinates { (0.97842, 26.2722969055) (0.96344, 26.5119719505) (0.67665, 27.2712879181) (0.99373, 28.0463318825) (0.93413, 28.0836229324) (0.23414, 28.0978939533) (0.47459, 28.1236310005) (0.78001, 28.4586138725) (0.89873, 28.5240581036) (0.36011, 28.6322958469) (0.85963, 28.9827067852) (0.10944, 29.930398941) (0.60026, 33.0675981045) }; \addlegendentry{ fashion-mnist-784-euclidean (k = 10) }; \addplot [only marks] coordinates { (0.9961, 395.156290054) (0.9488, 411.635537863) (0.9894, 413.977660894) (0.9787, 422.261504889) (0.2963, 422.98092103) (0.8846, 430.62627387) (0.547, 431.98479104) (0.4119, 432.975522995) (0.9306, 447.11890316) (0.8062, 448.012469053) (0.0909, 450.030665159) (0.6896, 481.114836931) (0.1827, 492.839684963) }; \addlegendentry{ gist-960-euclidean (k = 10) }; \addplot [only marks] coordinates { (0.53551, 138.72263217) (0.54706, 138.831362009) (0.54169, 144.660151005) (0.49362, 146.432422161) (0.51041, 146.868055105) (0.42121, 149.149821043) (0.52111, 149.855830908) (0.37131, 153.0917418) (0.46611, 153.323328018) (0.31644, 156.528413057) (0.25114, 159.224353075) (0.1762, 162.987699032) (0.08717, 163.617133856) }; \addlegendentry{ glove-100-angular (k = 10) }; \addplot [only marks] coordinates { (0.3804, 55.8640599251) (0.37928, 56.7885520458) (0.39392, 58.6013038158) (0.39431, 59.5286989212) (0.38197, 60.2949659824) (0.40585, 61.3557491302) (0.40719, 62.578248024) (0.35952, 62.7078680992) (0.39207, 64.3826589584) (0.25453, 65.5802760124) (0.32046, 65.6696798801) (0.1198, 67.1019501686) (0.18794, 68.4242079258) }; \addlegendentry{ nytimes-256-angular (k = 10) }; \addplot [only marks] coordinates { (0.99788, 142.560281992) (0.99056, 147.857872963) (0.88814, 152.85960722) (0.83357, 153.048829079) (0.93747, 153.827031851) (0.468, 154.889436007) (0.97974, 154.905142069) (0.16309, 155.043489933) (0.59532, 156.870123863) (0.72281, 162.418541908) (0.37404, 164.171952963) (0.26458, 165.818147898) (0.08339, 168.713738918) }; \addlegendentry{ sift-128-euclidean (k = 10) }; \end{axis} \end{tikzpicture} \caption{ Recall-Build time (s) tradeoff - down and to the right is better } \label{} \end{figure}
\begin{figure} \centering \begin{tikzpicture} \begin{axis}[ xlabel={ Recall }, ylabel={ Index size (kB) }, ymode = log, yticklabel style={/pgf/number format/fixed, /pgf/number format/precision=3}, legend style = { anchor=west}, cycle list name = black white ] \addplot [only marks] coordinates { (0.99373, 1814312) (0.97842, 1818360) (0.96344, 1822488) (0.93413, 1831260) (0.89873, 1837384) (0.85963, 1842588) (0.78001, 1849292) (0.67665, 1854540) (0.60026, 1862740) (0.47459, 1864388) (0.36011, 1868524) (0.23414, 1870940) (0.10944, 1873372) }; \addlegendentry{ fashion-mnist-784-euclidean (k = 10) }; \addplot [only marks] coordinates { (0.9961, 9259984) (0.9894, 9287452) (0.9787, 9311428) (0.9488, 9338060) (0.9306, 9384232) (0.8846, 9408396) (0.8062, 9481368) (0.6896, 9570828) (0.547, 9602652) (0.4119, 9678756) (0.2963, 9763940) (0.1827, 9897324) (0.0909, 9967572) }; \addlegendentry{ gist-960-euclidean (k = 10) }; \addplot [only marks] coordinates { (0.54706, 2757160) (0.54169, 2791496) (0.53551, 2798120) (0.52111, 2878008) (0.51041, 2899388) (0.49362, 2928728) (0.46611, 3026740) (0.42121, 3069780) (0.37131, 3169176) (0.31644, 3266812) (0.25114, 3354680) (0.1762, 3451136) (0.08717, 3536104) }; \addlegendentry{ glove-100-angular (k = 10) }; \addplot [only marks] coordinates { (0.37928, 2097448) (0.3804, 2105940) (0.38197, 2115704) (0.39431, 2126460) (0.39392, 2129032) (0.40719, 2149236) (0.40585, 2164484) (0.39207, 2194680) (0.35952, 2209212) (0.32046, 2242956) (0.25453, 2272680) (0.18794, 2310996) (0.1198, 2344796) }; \addlegendentry{ nytimes-256-angular (k = 10) }; \addplot [only marks] coordinates { (0.99788, 2819204) (0.99056, 2878184) (0.97974, 2937696) (0.93747, 3004652) (0.88814, 3055132) (0.83357, 3105684) (0.72281, 3228152) (0.59532, 3286948) (0.468, 3351080) (0.37404, 3419544) (0.26458, 3465680) (0.16309, 3494020) (0.08339, 3518836) }; \addlegendentry{ sift-128-euclidean (k = 10) }; \end{axis} \end{tikzpicture} \caption{ Recall-Index size (kB) tradeoff - down and to the right is better } \label{} \end{figure}
\begin{figure} \centering \begin{tikzpicture} \begin{axis}[ xlabel={ Epsilon 0.01 Recall }, ylabel={ Queries per second (1/s) }, ymode = log, yticklabel style={/pgf/number format/fixed, /pgf/number format/precision=3}, legend style = { anchor=west}, cycle list name = black white ] \addplot [only marks] coordinates { (0.25085, 3820.4740524) (0.11642, 3284.14391025) (0.38698, 3283.10484376) (0.50967, 2960.3762525) (0.71849, 2278.16595404) (0.6414, 1878.63617853) (0.81903, 1529.77224714) (0.89244, 1038.04590662) (0.92575, 816.265191839) (0.95574, 593.809947416) (0.97776, 408.099898105) (0.9881, 305.242183639) (0.99743, 183.369771754) }; \addlegendentry{ fashion-mnist-784-euclidean (k = 10) }; \addplot [only marks] coordinates { (0.1093, 869.986119396) (0.2322, 397.799420055) (0.3822, 181.479809087) (0.5404, 89.770102674) (0.6914, 48.4812595022) (0.8262, 25.8551729138) (0.9037, 13.2486270234) (0.9512, 9.18058599487) (0.9676, 5.82716775842) (0.976, 5.01289846959) (0.9903, 3.82918297877) (0.996, 3.06839544889) (0.9988, 2.55008782853) }; \addlegendentry{ gist-960-euclidean (k = 10) }; \addplot [only marks] coordinates { (0.09417, 2497.20052793) (0.19223, 1294.44150811) (0.27429, 681.249470401) (0.34571, 320.731951168) (0.40536, 185.256464281) (0.46055, 88.0287970562) (0.50996, 49.9319481279) (0.54024, 32.2517949293) (0.55912, 22.5164910002) (0.571, 19.9935467568) (0.58762, 12.8694681385) (0.5947, 10.5880865454) (0.60083, 8.80677098174) }; \addlegendentry{ glove-100-angular (k = 10) }; \addplot [only marks] coordinates { (0.11897, 3862.49127917) (0.19239, 2424.33560592) (0.26427, 1479.56463315) (0.33504, 821.929367365) (0.37616, 454.287079895) (0.40936, 299.181050878) (0.42061, 155.074064738) (0.41948, 91.4877279832) (0.4031, 69.1286370882) (0.4022, 52.0905478786) (0.38822, 32.1523231765) (0.3865, 27.870113522) (0.38519, 20.3110518869) }; \addlegendentry{ nytimes-256-angular (k = 10) }; \addplot [only marks] coordinates { (0.17789, 3182.64951924) (0.08902, 2807.85770964) (0.29464, 2569.54199671) (0.41946, 2266.10656002) (0.52576, 2061.91906114) (0.66571, 1386.4914547) (0.7998, 812.300585364) (0.90207, 492.085448469) (0.94435, 337.035239872) (0.97685, 217.543938486) (0.99566, 105.926129567) (0.99835, 75.2845411187) (0.99977, 45.6696324569) }; \addlegendentry{ sift-128-euclidean (k = 10) }; \end{axis} \end{tikzpicture} \caption{ Epsilon 0.01 Recall-Queries per second (1/s) tradeoff - up and to the right is better } \label{} \end{figure}
ANN-Benchmarks has been developed by Martin Aumueller (maau@itu.dk), Erik Bernhardsson (mail@erikbern.com), and Alec Faitfull (alef@itu.dk). Please use Github to submit your implementation or improvements.