\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 { (0.05046, 273008.012601) (0.10477, 227858.427271) (0.17526, 218131.816125) (0.23606, 182972.010889) (0.30827, 158641.995855) (0.41463, 148544.553053) (0.48345, 122737.006593) (0.5682, 120190.961974) (0.66264, 92958.4531983) (0.7168, 86425.9662976) (0.74649, 86023.0649802) (0.80038, 77320.3455383) (0.81302, 71716.5060828) (0.86408, 59079.6968758) (0.87785, 56784.2975855) (0.9016, 51493.3587712) (0.91524, 50023.2446918) (0.92533, 44443.0504753) (0.95336, 39641.0074173) (0.97168, 33124.5286178) (0.97446, 29879.1953576) (0.98123, 28174.7270729) (0.98574, 24842.2536463) (0.99058, 21934.2470023) (0.99152, 20741.9378608) (0.99311, 19539.8726134) (0.99453, 18159.8566367) (0.99632, 16204.1967141) (0.99756, 14676.5086158) (0.99827, 13307.764648) (0.99887, 12318.5328792) (0.99933, 10646.1333528) (0.99955, 9463.9791275) (0.9997, 8489.52639608) (0.99984, 7112.06248259) (0.99994, 5466.44673872) (0.99997, 5136.64015582) (1.0, 4076.42163161) }; \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 { (0.05046, 5.28131019401) (0.10477, 6.32778878212) (0.12575, 7.37683034515) (0.17526, 7.39545486145) (0.23606, 8.32372116699) (0.30827, 10.1687071655) (0.41463, 10.2528700562) (0.48345, 11.7473942051) (0.5682, 12.6715684357) (0.66264, 17.353817157) (0.7168, 17.6221113312) (0.74649, 18.7529240021) (0.80038, 20.8636418884) (0.86408, 27.3052179565) (0.86994, 27.5659718811) (0.9016, 31.3280010956) (0.90993, 33.7034235581) (0.92533, 36.2977784546) (0.93322, 39.832451004) (0.95301, 45.4190689362) (0.95451, 49.0119215286) (0.96191, 49.1250078552) (0.96972, 60.4879390839) (0.98068, 66.517555545) (0.98123, 95.8904763481) (0.98574, 110.464374089) (0.99058, 123.172133501) (0.99152, 132.301235228) (0.99311, 138.265384502) (0.99453, 151.112646696) (0.99632, 169.350202816) (0.99756, 186.977984467) (0.99827, 206.209237434) (0.99887, 222.768736091) (0.99933, 257.763444159) (0.99955, 289.960909997) (0.9997, 323.243473425) (0.99984, 385.849253535) (0.99994, 494.231102786) (0.99997, 534.237150502) (1.0, 673.184534867) }; \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 { (0.72875, 83.5893261433) (0.81651, 83.5893261433) (0.90998, 128.50235796) (0.95445, 128.50235796) (0.96956, 128.50235796) (0.96972, 131.099198103) (0.98068, 167.155642986) (0.98118, 463.150621176) (0.99994, 463.150621176) (0.99997, 573.08553195) (1.0, 573.08553195) }; \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 { (0.72875, 1441808) (0.81651, 1441808) (0.90993, 1523008) (0.95451, 1523008) (0.96972, 1523008) (0.98068, 1613184) (0.98123, 2701688) (0.99994, 2701688) (0.99997, 2743812) (1.0, 2743812) }; \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 { (0.05693, 273008.012601) (0.12026, 227858.427271) (0.1984, 218131.816125) (0.27334, 182972.010889) (0.35704, 158641.995855) (0.48319, 148544.553053) (0.56425, 122737.006593) (0.66033, 120190.961974) (0.76432, 92958.4531983) (0.81736, 86425.9662976) (0.84814, 86023.0649802) (0.89612, 77320.3455383) (0.90717, 71716.5060828) (0.94533, 59079.6968758) (0.95436, 56784.2975855) (0.96853, 51493.3587712) (0.9755, 50023.2446918) (0.98059, 44443.0504753) (0.99143, 39641.0074173) (0.99149, 35517.7690293) (0.99622, 33124.5286178) (0.99668, 29879.1953576) (0.99821, 28174.7270729) (0.99861, 24842.2536463) (0.99932, 21934.2470023) (0.99938, 20741.9378608) (0.99956, 19539.8726134) (0.99969, 18159.8566367) (0.99981, 16204.1967141) (0.99986, 14676.5086158) (0.99989, 13307.764648) (0.99994, 12318.5328792) (0.99995, 10646.1333528) (0.99997, 9653.89808303) (0.99998, 9463.9791275) (0.99999, 7112.06248259) (1.0, 5136.64015582) }; \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 { (0.05046, 273008.012601) (0.10477, 227858.427271) (0.17526, 218131.816125) (0.12575, 206458.320002) (0.23606, 182972.010889) (0.05133, 158952.219258) (0.30827, 158641.995855) (0.21436, 158637.195722) (0.41463, 148544.553053) (0.33898, 135651.948926) (0.48345, 122737.006593) (0.5682, 120190.961974) (0.46866, 117072.669672) (0.10659, 112803.173536) (0.50407, 112209.571098) (0.12532, 105351.964092) (0.56538, 96549.2920462) (0.66264, 92958.4531983) (0.7168, 86425.9662976) (0.74649, 86023.0649802) (0.67785, 83955.2591335) (0.1708, 81784.8632923) (0.21775, 79776.6264199) (0.80038, 77320.3455383) (0.23362, 75515.6259565) (0.66937, 75461.5523011) (0.79349, 72202.6761599) (0.81302, 71716.5060828) (0.72947, 65000.9608411) (0.342, 59100.9250583) (0.86408, 59079.6968758) (0.30659, 57339.1060177) (0.87785, 56784.2975855) (0.77147, 56231.9042652) (0.86994, 55249.566624) (0.41276, 53335.571383) (0.9016, 51493.3587712) (0.91524, 50023.2446918) (0.81607, 47827.0051336) (0.90993, 45188.5250582) (0.92533, 44443.0504753) (0.50499, 41538.7845488) (0.95336, 39641.0074173) (0.48148, 39387.4632237) (0.56733, 39311.7474933) (0.46716, 38364.5834762) (0.93322, 38235.3573935) (0.94779, 37563.2075615) (0.95301, 35517.7690293) (0.97168, 33124.5286178) (0.96191, 32838.3458941) (0.95451, 31074.2356655) (0.56651, 30664.4207374) (0.66044, 30633.5141704) (0.97446, 29879.1953576) (0.98123, 28174.7270729) (0.67382, 26877.3121047) (0.71696, 26447.7351433) (0.96972, 25178.7054257) (0.98574, 24842.2536463) (0.74534, 24524.4794334) (0.98068, 24252.003652) (0.99058, 21934.2470023) (0.67001, 21449.8297537) (0.99152, 20741.9378608) (0.79935, 20647.4276519) (0.79259, 20357.0624277) (0.99311, 19539.8726134) (0.81199, 19506.2586182) (0.99453, 18159.8566367) (0.72875, 16495.823642) (0.99632, 16204.1967141) (0.86343, 15883.2254774) (0.87784, 15407.7052044) (0.99756, 14676.5086158) (0.99742, 14416.4278997) (0.8698, 14173.3600019) (0.7711, 13744.7817691) (0.99827, 13307.764648) (0.90107, 12888.1577047) (0.9158, 12847.4762236) (0.99887, 12318.5328792) (0.81651, 10928.3528252) (0.92483, 10894.777172) (0.90998, 10881.1821597) (0.99933, 10646.1333528) (0.95296, 9685.39078319) (0.99928, 9653.89808303) (0.94773, 9578.95614303) (0.99955, 9463.9791275) (0.93335, 8820.62083921) (0.9997, 8489.52639608) (0.95292, 8332.83301549) (0.9717, 7802.39241143) (0.96159, 7528.45897655) (0.99984, 7112.06248259) (0.97441, 7056.67950259) (0.95445, 6966.17960645) (0.98118, 6485.38289205) (0.98597, 5748.56628621) (0.99994, 5466.44673872) (0.96956, 5399.99348546) (0.98053, 5316.06426319) (0.99997, 5136.64015582) (0.99068, 4849.03248928) (0.99181, 4763.14767413) (0.99323, 4471.76208027) (0.99476, 4122.57044966) (1.0, 4076.42163161) (0.99644, 3683.1016458) (0.9976, 3306.24417074) (0.99751, 3187.73759996) (0.99829, 3006.18617379) (0.99885, 2757.67282958) (0.99932, 2372.69711192) (0.99955, 2087.85488658) (0.9993, 2075.8929875) (0.9997, 1871.84068889) (0.99984, 1558.72764569) (0.99994, 1149.95625877) (0.99997, 1111.87050728) (1.0, 881.284292401) }; \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 { (0.05046, 5.28131019401) (0.10477, 6.32778878212) (0.12575, 7.37683034515) (0.17526, 7.39545486145) (0.23606, 8.32372116699) (0.05133, 9.07070065918) (0.21436, 9.08891507721) (0.30827, 10.1687071655) (0.41463, 10.2528700562) (0.33898, 10.6289663467) (0.48345, 11.7473942051) (0.5682, 12.6715684357) (0.10659, 12.781626215) (0.50407, 14.3765276367) (0.12532, 14.4573289462) (0.56538, 14.9337190304) (0.66264, 17.353817157) (0.7168, 17.6221113312) (0.21775, 18.07306306) (0.74649, 18.7529240021) (0.66937, 19.1069485855) (0.1708, 19.7255572126) (0.23362, 20.1694414991) (0.80038, 20.8636418884) (0.79349, 21.0935117783) (0.72947, 22.1818259506) (0.46866, 23.0770171003) (0.342, 24.3956925983) (0.77147, 25.6409598579) (0.86408, 27.3052179565) (0.86994, 27.5659718811) (0.30659, 28.1352834399) (0.41276, 28.5570766471) (0.81607, 30.1469848671) (0.9016, 31.3280010956) (0.67785, 32.1800924431) (0.90993, 33.7034235581) (0.92533, 36.2977784546) (0.48148, 36.6057593456) (0.81302, 37.6717738714) (0.56733, 38.7443473547) (0.50499, 38.837246143) (0.93322, 39.832451004) (0.95301, 45.4190689362) (0.56651, 47.0189217773) (0.87785, 47.578082584) (0.95451, 49.0119215286) (0.96191, 49.1250078552) (0.66044, 52.6629752964) (0.91524, 54.0086517107) (0.71696, 57.5893546932) (0.96972, 60.4879390839) (0.74534, 65.781294334) (0.98068, 66.517555545) (0.67001, 67.2176896767) (0.95336, 68.1538683304) (0.46716, 70.4275598788) (0.94779, 73.0551030687) (0.79259, 74.8196359573) (0.79935, 78.1333165177) (0.97168, 81.5615531069) (0.72875, 87.4044261925) (0.97446, 91.8426338848) (0.98123, 95.8904763481) (0.67382, 100.528058367) (0.86343, 101.569545953) (0.7711, 104.898573453) (0.8698, 107.462732887) (0.98574, 110.464374089) (0.99058, 123.172133501) (0.90107, 125.1732045) (0.81651, 131.932782832) (0.99152, 132.301235228) (0.99311, 138.265384502) (0.81199, 138.515747837) (0.90998, 139.976335075) (0.92483, 148.075722388) (0.99453, 151.112646696) (0.99632, 169.350202816) (0.93335, 172.675827219) (0.87784, 175.361870191) (0.99756, 186.977984467) (0.99742, 187.403427451) (0.95292, 193.601863496) (0.99827, 206.209237434) (0.9158, 210.307764184) (0.96159, 214.287147612) (0.95445, 218.643228577) (0.99887, 222.768736091) (0.99933, 257.763444159) (0.95296, 278.96902257) (0.99928, 279.854622119) (0.96956, 282.05737731) (0.94773, 286.441649699) (0.99955, 289.960909997) (0.98053, 303.467362344) (0.9997, 323.243473425) (0.9717, 346.294297636) (0.99984, 385.849253535) (0.97441, 388.82480053) (0.98118, 416.617498917) (0.98597, 477.303707288) (0.99994, 494.231102786) (0.99997, 534.237150502) (0.99068, 557.208887746) (0.99181, 576.050164244) (0.99323, 604.219086683) (0.99476, 665.558547392) (1.0, 673.184534867) (0.99644, 744.973194843) (0.9976, 829.887890398) (0.99751, 847.599250338) (0.99829, 912.721914538) (0.99885, 994.973722252) (0.99932, 1156.41056172) (0.9993, 1301.57190966) (0.99955, 1314.17754061) (0.9997, 1465.83628419) (0.99984, 1760.28955898) (0.99994, 2349.58849904) (0.99997, 2467.74420406) (1.0, 3113.4243781) }; \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 { (0.72875, 83.5893261433) (0.10659, 83.5893261433) (0.48148, 83.5893261433) (0.81651, 83.5893261433) (0.342, 83.5893261433) (0.67001, 83.5893261433) (0.56651, 83.5893261433) (0.7711, 83.5893261433) (0.05133, 83.5893261433) (0.21775, 83.5893261433) (0.72947, 84.2841718197) (0.10477, 84.2841718197) (0.48345, 84.2841718197) (0.81607, 84.2841718197) (0.33898, 84.2841718197) (0.66937, 84.2841718197) (0.56538, 84.2841718197) (0.77147, 84.2841718197) (0.05046, 84.2841718197) (0.21436, 84.2841718197) (0.41276, 128.50235796) (0.90998, 128.50235796) (0.56733, 128.50235796) (0.79259, 128.50235796) (0.95445, 128.50235796) (0.23362, 128.50235796) (0.93335, 128.50235796) (0.96956, 128.50235796) (0.8698, 128.50235796) (0.12532, 128.50235796) (0.71696, 128.50235796) (0.41463, 131.099198103) (0.90993, 131.099198103) (0.5682, 131.099198103) (0.79349, 131.099198103) (0.95451, 131.099198103) (0.23606, 131.099198103) (0.93322, 131.099198103) (0.96972, 131.099198103) (0.86994, 131.099198103) (0.12575, 131.099198103) (0.7168, 131.099198103) (0.74649, 167.155642986) (0.80038, 167.155642986) (0.50407, 167.155642986) (0.95301, 167.155642986) (0.92533, 167.155642986) (0.9016, 167.155642986) (0.98068, 167.155642986) (0.86408, 167.155642986) (0.30827, 167.155642986) (0.96191, 167.155642986) (0.17526, 167.155642986) (0.66264, 167.155642986) (0.74534, 169.090019941) (0.79935, 169.090019941) (0.50499, 169.090019941) (0.95292, 169.090019941) (0.92483, 169.090019941) (0.90107, 169.090019941) (0.98053, 169.090019941) (0.86343, 169.090019941) (0.30659, 169.090019941) (0.96159, 169.090019941) (0.1708, 169.090019941) (0.66044, 169.090019941) (0.98118, 463.150621176) (0.99994, 463.150621176) (0.99751, 463.150621176) (0.9993, 463.150621176) (0.81199, 463.150621176) (0.87784, 463.150621176) (0.95296, 463.150621176) (0.9158, 463.150621176) (0.99068, 463.150621176) (0.9717, 463.150621176) (0.99323, 463.150621176) (0.67382, 463.150621176) (0.46716, 463.150621176) (0.98123, 472.405842066) (0.99994, 472.405842066) (0.99742, 472.405842066) (0.99928, 472.405842066) (0.81302, 472.405842066) (0.87785, 472.405842066) (0.95336, 472.405842066) (0.91524, 472.405842066) (0.99058, 472.405842066) (0.97168, 472.405842066) (0.99311, 472.405842066) (0.67785, 472.405842066) (0.46866, 472.405842066) (0.99476, 573.08553195) (0.99644, 573.08553195) (0.9997, 573.08553195) (0.99997, 573.08553195) (0.94773, 573.08553195) (0.99181, 573.08553195) (1.0, 573.08553195) (0.9976, 573.08553195) (0.99984, 573.08553195) (0.99829, 573.08553195) (0.97441, 573.08553195) (0.98597, 573.08553195) (0.99885, 573.08553195) (0.99932, 573.08553195) (0.99955, 573.08553195) (0.99453, 588.345141888) (0.99632, 588.345141888) (0.9997, 588.345141888) (0.99997, 588.345141888) (0.94779, 588.345141888) (0.99152, 588.345141888) (1.0, 588.345141888) (0.99756, 588.345141888) (0.99984, 588.345141888) (0.99827, 588.345141888) (0.97446, 588.345141888) (0.98574, 588.345141888) (0.99887, 588.345141888) (0.99933, 588.345141888) (0.99955, 588.345141888) }; \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 { (0.72875, 1441808) (0.10659, 1441808) (0.48148, 1441808) (0.81651, 1441808) (0.342, 1441808) (0.67001, 1441808) (0.56651, 1441808) (0.7711, 1441808) (0.05133, 1441808) (0.21775, 1441808) (0.72947, 1441840) (0.10477, 1441840) (0.48345, 1441840) (0.81607, 1441840) (0.33898, 1441840) (0.66937, 1441840) (0.56538, 1441840) (0.77147, 1441840) (0.05046, 1441840) (0.21436, 1441840) (0.41463, 1523008) (0.90993, 1523008) (0.5682, 1523008) (0.79349, 1523008) (0.95451, 1523008) (0.23606, 1523008) (0.93322, 1523008) (0.96972, 1523008) (0.86994, 1523008) (0.12575, 1523008) (0.7168, 1523008) (0.41276, 1523108) (0.90998, 1523108) (0.56733, 1523108) (0.79259, 1523108) (0.95445, 1523108) (0.23362, 1523108) (0.93335, 1523108) (0.96956, 1523108) (0.8698, 1523108) (0.12532, 1523108) (0.71696, 1523108) (0.74649, 1613184) (0.80038, 1613184) (0.50407, 1613184) (0.95301, 1613184) (0.92533, 1613184) (0.9016, 1613184) (0.98068, 1613184) (0.86408, 1613184) (0.30827, 1613184) (0.96191, 1613184) (0.17526, 1613184) (0.66264, 1613184) (0.74534, 1613252) (0.79935, 1613252) (0.50499, 1613252) (0.95292, 1613252) (0.92483, 1613252) (0.90107, 1613252) (0.98053, 1613252) (0.86343, 1613252) (0.30659, 1613252) (0.96159, 1613252) (0.1708, 1613252) (0.66044, 1613252) (0.98123, 2701688) (0.99994, 2701688) (0.99742, 2701688) (0.99928, 2701688) (0.81302, 2701688) (0.87785, 2701688) (0.95336, 2701688) (0.91524, 2701688) (0.99058, 2701688) (0.97168, 2701688) (0.99311, 2701688) (0.67785, 2701688) (0.46866, 2701688) (0.98118, 2701924) (0.99994, 2701924) (0.99751, 2701924) (0.9993, 2701924) (0.81199, 2701924) (0.87784, 2701924) (0.95296, 2701924) (0.9158, 2701924) (0.99068, 2701924) (0.9717, 2701924) (0.99323, 2701924) (0.67382, 2701924) (0.46716, 2701924) (0.99476, 2743812) (0.99644, 2743812) (0.9997, 2743812) (0.99997, 2743812) (0.94773, 2743812) (0.99181, 2743812) (1.0, 2743812) (0.9976, 2743812) (0.99984, 2743812) (0.99829, 2743812) (0.97441, 2743812) (0.98597, 2743812) (0.99885, 2743812) (0.99932, 2743812) (0.99955, 2743812) (0.99453, 2744184) (0.99632, 2744184) (0.9997, 2744184) (0.99997, 2744184) (0.94779, 2744184) (0.99152, 2744184) (1.0, 2744184) (0.99756, 2744184) (0.99984, 2744184) (0.99827, 2744184) (0.97446, 2744184) (0.98574, 2744184) (0.99887, 2744184) (0.99933, 2744184) (0.99955, 2744184) }; \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 { (0.05693, 273008.012601) (0.12026, 227858.427271) (0.1984, 218131.816125) (0.14291, 206458.320002) (0.27334, 182972.010889) (0.05813, 158952.219258) (0.35704, 158641.995855) (0.24769, 158637.195722) (0.48319, 148544.553053) (0.39407, 135651.948926) (0.56425, 122737.006593) (0.66033, 120190.961974) (0.54536, 117072.669672) (0.123, 112803.173536) (0.58722, 112209.571098) (0.14236, 105351.964092) (0.65705, 96549.2920462) (0.76432, 92958.4531983) (0.81736, 86425.9662976) (0.84814, 86023.0649802) (0.78056, 83955.2591335) (0.19504, 81784.8632923) (0.25261, 79776.6264199) (0.89612, 77320.3455383) (0.27112, 75515.6259565) (0.76953, 75461.5523011) (0.88924, 72202.6761599) (0.90717, 71716.5060828) (0.82953, 65000.9608411) (0.39871, 59100.9250583) (0.94533, 59079.6968758) (0.3565, 57339.1060177) (0.95436, 56784.2975855) (0.86918, 56231.9042652) (0.94815, 55249.566624) (0.48006, 53335.571383) (0.96853, 51493.3587712) (0.9755, 50023.2446918) (0.90713, 47827.0051336) (0.97188, 45188.5250582) (0.98059, 44443.0504753) (0.58864, 41538.7845488) (0.99143, 39641.0074173) (0.56232, 39387.4632237) (0.65809, 39311.7474933) (0.54411, 38364.5834762) (0.98347, 38235.3573935) (0.98956, 37563.2075615) (0.99149, 35517.7690293) (0.99622, 33124.5286178) (0.99425, 32838.3458941) (0.99132, 31074.2356655) (0.65833, 30664.4207374) (0.76198, 30633.5141704) (0.99668, 29879.1953576) (0.99821, 28174.7270729) (0.77697, 26877.3121047) (0.81729, 26447.7351433) (0.9956, 25178.7054257) (0.99861, 24842.2536463) (0.84672, 24524.4794334) (0.99811, 24252.003652) (0.99932, 21934.2470023) (0.7697, 21449.8297537) (0.99938, 20741.9378608) (0.89508, 20647.4276519) (0.88855, 20357.0624277) (0.99956, 19539.8726134) (0.90714, 19506.2586182) (0.99969, 18159.8566367) (0.82874, 16495.823642) (0.99981, 16204.1967141) (0.94503, 15883.2254774) (0.95465, 15407.7052044) (0.99986, 14676.5086158) (0.99986, 14416.4278997) (0.94811, 14173.3600019) (0.86877, 13744.7817691) (0.99989, 13307.764648) (0.96794, 12888.1577047) (0.97596, 12847.4762236) (0.99994, 12318.5328792) (0.90775, 10928.3528252) (0.98014, 10894.777172) (0.97233, 10881.1821597) (0.99995, 10646.1333528) (0.99141, 9685.39078319) (0.99997, 9653.89808303) (0.98996, 9578.95614303) (0.99998, 9463.9791275) (0.98374, 8820.62083921) (0.99998, 8489.52639608) (0.99181, 8332.83301549) (0.99637, 7802.39241143) (0.99427, 7528.45897655) (0.99999, 7112.06248259) (0.99686, 7056.67950259) (0.99144, 6966.17960645) (0.99821, 6485.38289205) (0.99873, 5748.56628621) (0.99998, 5466.44673872) (0.99558, 5399.99348546) (0.99817, 5316.06426319) (1.0, 5136.64015582) (0.9993, 4849.03248928) (0.99941, 4763.14767413) (0.99955, 4471.76208027) (0.99971, 4122.57044966) (1.0, 4076.42163161) (0.99983, 3683.1016458) (0.99987, 3306.24417074) (0.99987, 3187.73759996) (0.9999, 3006.18617379) (0.99994, 2757.67282958) (0.99995, 2372.69711192) (0.99998, 2087.85488658) (0.99997, 2075.8929875) (0.99998, 1871.84068889) (0.99999, 1558.72764569) (0.99998, 1149.95625877) (1.0, 1111.87050728) (1.0, 881.284292401) }; \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.