eval/NanoBEIR_evaluation_mean_results.csv

epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
0,0,0.42,0.5700000000000001,0.62,0.76,0.42,0.415,0.1933333333333333,0.56,0.128,0.61,0.07800000000000001,0.75,0.5219801587301587,0.5735324986310684,0.5279708783891941
0.35561877667140823,250,0.26,0.47,0.53,0.63,0.26,0.255,0.15666666666666668,0.45999999999999996,0.10800000000000001,0.5249999999999999,0.065,0.625,0.38016269841269845,0.43716268410964165,0.3896250421485724
0.7112375533428165,500,0.24,0.42000000000000004,0.5,0.6000000000000001,0.24,0.235,0.14,0.41500000000000004,0.10200000000000001,0.495,0.06100000000000001,0.595,0.35511904761904756,0.4105557509870057,0.3662239501107812
1.0668563300142249,750,0.22999999999999998,0.44,0.45999999999999996,0.56,0.22999999999999998,0.22499999999999998,0.15,0.44,0.09400000000000001,0.45999999999999996,0.05700000000000001,0.5549999999999999,0.34338888888888885,0.39369142815300284,0.35705928328672376
1.422475106685633,1000,0.21,0.4,0.49,0.5800000000000001,0.21,0.20500000000000002,0.13666666666666666,0.4,0.1,0.49,0.05900000000000001,0.5800000000000001,0.3309801587301587,0.3903867873017438,0.34384353539515766
1.7780938833570412,1250,0.22999999999999998,0.38,0.45999999999999996,0.62,0.22999999999999998,0.22499999999999998,0.12666666666666665,0.375,0.09200000000000001,0.45499999999999996,0.063,0.615,0.3382619047619047,0.4016704805327094,0.3474289317702045
2.1337126600284497,1500,0.2,0.37,0.44,0.55,0.2,0.195,0.12333333333333332,0.365,0.08800000000000001,0.435,0.05600000000000001,0.5349999999999999,0.30580158730158724,0.3583253676517996,0.3161170649573014
2.4893314366998576,1750,0.18,0.36,0.46,0.56,0.18,0.18,0.12,0.355,0.09200000000000001,0.455,0.05600000000000001,0.55,0.2946626984126984,0.3543652519589938,0.3073567496940798
2.844950213371266,2000,0.17,0.41000000000000003,0.44,0.55,0.17,0.165,0.13666666666666666,0.405,0.08800000000000001,0.435,0.05600000000000001,0.54,0.28874603174603175,0.34680397193411516,0.29733538273245963
3.200568990042674,2250,0.17,0.32,0.42000000000000004,0.55,0.17,0.165,0.10999999999999999,0.32,0.08600000000000002,0.42000000000000004,0.05600000000000001,0.55,0.27227380952380953,0.3369774450029268,0.2836211745645033
3.5561877667140824,2500,0.2,0.37,0.41000000000000003,0.52,0.2,0.195,0.12333333333333332,0.365,0.082,0.405,0.053000000000000005,0.515,0.2994960317460317,0.34908990935979567,0.3093317483276532
3.9118065433854907,2750,0.23,0.33,0.41000000000000003,0.51,0.23,0.225,0.10999999999999999,0.325,0.082,0.405,0.051000000000000004,0.495,0.30753968253968256,0.3488360553285861,0.31916802149088297
4.2674253200568995,3000,0.18,0.35,0.41000000000000003,0.55,0.18,0.175,0.11666666666666665,0.345,0.082,0.405,0.05600000000000001,0.5449999999999999,0.28902380952380946,0.34765982575056065,0.2973937685031818
4.623044096728307,3250,0.17,0.34,0.42000000000000004,0.54,0.17,0.165,0.11333333333333333,0.335,0.08400000000000002,0.41500000000000004,0.054000000000000006,0.535,0.28285317460317455,0.3401244235681741,0.2945059874742926
4.978662873399715,3500,0.19,0.33,0.42000000000000004,0.59,0.19,0.185,0.10999999999999999,0.325,0.084,0.41500000000000004,0.06,0.5800000000000001,0.29646825396825394,0.36088052694615463,0.3023784601568516
5.334281650071124,3750,0.18,0.34,0.42000000000000004,0.52,0.18,0.175,0.11333333333333333,0.335,0.084,0.41000000000000003,0.053000000000000005,0.515,0.2836468253968254,0.3364380371299598,0.2951148246524958
5.689900426742532,4000,0.14,0.33999999999999997,0.4,0.56,0.14,0.135,0.11333333333333331,0.33499999999999996,0.08000000000000002,0.395,0.05700000000000001,0.55,0.26732936507936506,0.33258636637964434,0.2764117112137444
6.0455192034139404,4250,0.17,0.35,0.41000000000000003,0.61,0.17,0.165,0.11666666666666667,0.345,0.08200000000000002,0.405,0.062,0.6,0.2917420634920635,0.36173380394825116,0.2963404446316771
6.401137980085348,4500,0.18,0.35,0.43000000000000005,0.5700000000000001,0.18,0.175,0.11666666666666667,0.345,0.08600000000000001,0.42000000000000004,0.05700000000000001,0.56,0.29375793650793647,0.3534538916514001,0.30030028055619107
6.756756756756757,4750,0.16,0.35,0.4,0.56,0.16,0.15500000000000003,0.11666666666666667,0.345,0.08000000000000002,0.395,0.05700000000000001,0.5549999999999999,0.27867063492063493,0.34195508659927665,0.28675183676143073
7.112375533428165,5000,0.16,0.33999999999999997,0.39,0.5700000000000001,0.16,0.15500000000000003,0.11333333333333334,0.33499999999999996,0.07800000000000001,0.385,0.05700000000000001,0.56,0.27647222222222223,0.3401145632674173,0.283282388051462
0,0,0.41000000000000003,0.62,0.69,0.76,0.41000000000000003,0.4,0.20666666666666667,0.605,0.14400000000000002,0.685,0.07900000000000001,0.755,0.5320119047619047,0.583646124688341,0.5360907157798482
0.35561877667140823,250,0.32,0.49,0.5900000000000001,0.6699999999999999,0.32,0.315,0.16333333333333333,0.48,0.12000000000000001,0.575,0.068,0.655,0.4231230158730158,0.47560987287858125,0.42976976225523755
0.7112375533428165,500,0.27,0.45999999999999996,0.52,0.6000000000000001,0.27,0.265,0.15666666666666665,0.45999999999999996,0.10600000000000001,0.52,0.061000000000000006,0.6000000000000001,0.3754007936507936,0.428629147527537,0.3889179452560877
1.0668563300142249,750,0.28,0.44,0.51,0.5700000000000001,0.28,0.275,0.14666666666666667,0.43,0.10400000000000002,0.505,0.05800000000000001,0.565,0.37491269841269836,0.41901315884482077,0.3861613910858216
1.422475106685633,1000,0.24,0.42,0.5,0.6,0.24,0.235,0.1433333333333333,0.42,0.10200000000000001,0.5,0.061000000000000006,0.595,0.35671825396825396,0.41287762483991725,0.3675235910959655
1.7780938833570412,1250,0.25,0.42000000000000004,0.45,0.61,0.25,0.245,0.13999999999999999,0.41500000000000004,0.09200000000000001,0.45,0.06200000000000001,0.595,0.3505357142857143,0.4066955071207886,0.3606241424545141
2.1337126600284497,1500,0.21,0.41000000000000003,0.54,0.6200000000000001,0.21,0.21,0.13666666666666666,0.4,0.11000000000000001,0.53,0.063,0.605,0.33784523809523803,0.40102305650002584,0.3468900596581481
2.4893314366998576,1750,0.24000000000000002,0.38,0.51,0.6,0.24000000000000002,0.24000000000000002,0.13,0.38,0.10400000000000001,0.51,0.061000000000000006,0.5900000000000001,0.3404007936507936,0.40012858765129317,0.3534933781361953
2.844950213371266,2000,0.25,0.38,0.51,0.6,0.25,0.245,0.12666666666666665,0.37,0.10400000000000001,0.505,0.061,0.59,0.349234126984127,0.40463829677715457,0.3560291115475438
3.200568990042674,2250,0.21000000000000002,0.41000000000000003,0.49,0.59,0.21000000000000002,0.20500000000000002,0.14,0.41000000000000003,0.1,0.485,0.060000000000000005,0.58,0.3284166666666666,0.38747898333887165,0.3376202334812344
3.5561877667140824,2500,0.22999999999999998,0.4,0.53,0.5800000000000001,0.22999999999999998,0.22499999999999998,0.13666666666666666,0.395,0.10800000000000001,0.525,0.05900000000000001,0.5700000000000001,0.3387619047619047,0.3925139166116074,0.3480029162228269
3.9118065433854907,2750,0.19,0.42,0.52,0.6,0.19,0.19,0.1433333333333333,0.415,0.10600000000000001,0.51,0.061000000000000006,0.59,0.3241587301587302,0.3875214092511828,0.33186214314026263
4.2674253200568995,3000,0.22,0.42000000000000004,0.51,0.6,0.22,0.21,0.1433333333333333,0.41000000000000003,0.10400000000000001,0.5,0.061000000000000006,0.59,0.3368809523809524,0.3935909917159366,0.34053572220220796
4.623044096728307,3250,0.23,0.41000000000000003,0.52,0.59,0.23,0.225,0.13666666666666666,0.405,0.10600000000000001,0.51,0.060000000000000005,0.58,0.3399920634920635,0.39564148704354707,0.34791317217695555
0,0,0.48,0.71,0.77,0.85,0.48,0.46499999999999997,0.23666666666666664,0.685,0.15400000000000003,0.745,0.08799999999999998,0.8300000000000001,0.6083730158730158,0.6541026554291748,0.5996552312723218
0.35561877667140823,250,0.31,0.59,0.65,0.72,0.31,0.31,0.19666666666666666,0.575,0.13,0.635,0.07300000000000001,0.7050000000000001,0.4506071428571429,0.5101323746996438,0.4567380724120206
0.7112375533428165,500,0.31,0.53,0.62,0.74,0.31,0.31,0.17666666666666664,0.5249999999999999,0.12400000000000003,0.61,0.07400000000000001,0.7150000000000001,0.4403015873015873,0.5040406286728196,0.44556047122711595
0,0,0.51,0.67,0.73,0.79,0.51,0.495,0.22333333333333333,0.65,0.15000000000000002,0.71,0.08299999999999999,0.775,0.6078174603174604,0.6421054392332819,0.6046870533217332
0.35561877667140823,250,0.26,0.48,0.5700000000000001,0.69,0.26,0.255,0.15999999999999998,0.46499999999999997,0.11600000000000002,0.56,0.07200000000000001,0.685,0.39703571428571427,0.4644285774806067,0.4057720323094513
0.7112375533428165,500,0.24,0.45,0.53,0.69,0.24,0.24,0.14999999999999997,0.445,0.10600000000000002,0.525,0.07,0.675,0.3664285714285714,0.43853884651985553,0.37532819263030825
1.0668563300142249,750,0.24000000000000002,0.45,0.53,0.6699999999999999,0.24000000000000002,0.24000000000000002,0.15,0.445,0.10600000000000001,0.52,0.068,0.655,0.3683412698412698,0.4351414584506849,0.37647023046177497
1.422475106685633,1000,0.2,0.45999999999999996,0.51,0.61,0.2,0.195,0.15333333333333332,0.45499999999999996,0.10200000000000001,0.505,0.06200000000000001,0.605,0.3359007936507936,0.3988791092414261,0.34679084730512794
1.7780938833570412,1250,0.26,0.41000000000000003,0.51,0.63,0.26,0.255,0.13666666666666666,0.4,0.10200000000000001,0.5,0.064,0.61,0.36812301587301594,0.42211991277952865,0.3736450368148585
2.1337126600284497,1500,0.19,0.38,0.53,0.59,0.19,0.185,0.12666666666666668,0.37,0.10600000000000001,0.52,0.060000000000000005,0.575,0.3195,0.3786595242055579,0.32717791743947844
2.4893314366998576,1750,0.22,0.39,0.49,0.59,0.22,0.22,0.12999999999999998,0.385,0.09800000000000002,0.485,0.060000000000000005,0.585,0.3294801587301587,0.38982696149625506,0.3414494894374396
2.844950213371266,2000,0.17,0.41000000000000003,0.5,0.6,0.17,0.17,0.13666666666666666,0.405,0.1,0.495,0.061000000000000006,0.585,0.3093849206349206,0.37528729399268146,0.32021198891833663
3.200568990042674,2250,0.18,0.36,0.49,0.6000000000000001,0.18,0.18,0.12,0.355,0.098,0.485,0.061,0.595,0.3053690476190476,0.3741627810061222,0.31570760809235643
3.5561877667140824,2500,0.19,0.4,0.52,0.58,0.19,0.185,0.13333333333333333,0.39,0.10400000000000001,0.51,0.059000000000000004,0.575,0.3131785714285714,0.3744727555191235,0.32153783434318955
3.9118065433854907,2750,0.19,0.38,0.5,0.5800000000000001,0.19,0.19,0.12666666666666665,0.375,0.1,0.49,0.059000000000000004,0.575,0.3062738095238095,0.370030418056034,0.3176038237709161
4.2674253200568995,3000,0.18,0.37,0.49,0.5700000000000001,0.18,0.18,0.12333333333333332,0.365,0.098,0.485,0.058,0.565,0.3010396825396825,0.3643904054485705,0.31354185325550915
4.623044096728307,3250,0.16999999999999998,0.38,0.49,0.5800000000000001,0.16999999999999998,0.16999999999999998,0.12666666666666665,0.375,0.098,0.485,0.059000000000000004,0.5700000000000001,0.3004404761904762,0.36528456567438683,0.31175982016974335
0,0,0.42,0.5700000000000001,0.62,0.76,0.42,0.415,0.1933333333333333,0.56,0.128,0.61,0.07800000000000001,0.75,0.5219801587301587,0.5735324986310684,0.5279708783891941
0.35561877667140823,250,0.4,0.6000000000000001,0.65,0.74,0.4,0.39,0.2033333333333333,0.585,0.132,0.635,0.07700000000000001,0.735,0.5151785714285715,0.5649652170419789,0.5198413516858209
0.7112375533428165,500,0.35,0.56,0.67,0.75,0.35,0.33999999999999997,0.18999999999999997,0.5449999999999999,0.138,0.66,0.07800000000000001,0.74,0.48659523809523814,0.544474376605721,0.4879000025557068
1.0668563300142249,750,0.4,0.5700000000000001,0.66,0.75,0.4,0.39,0.19,0.5549999999999999,0.132,0.645,0.07800000000000001,0.745,0.5051031746031746,0.5585783376129867,0.5064820752536594
1.422475106685633,1000,0.38,0.56,0.64,0.74,0.38,0.375,0.19,0.55,0.13,0.625,0.07600000000000001,0.725,0.4936111111111111,0.5462489832218766,0.49809434949135073
1.7780938833570412,1250,0.39,0.55,0.65,0.74,0.39,0.38,0.18666666666666665,0.5349999999999999,0.132,0.635,0.07700000000000001,0.735,0.4963253968253968,0.5494115760608982,0.49828456324829495
2.1337126600284497,1500,0.35,0.5700000000000001,0.65,0.73,0.35,0.345,0.18999999999999997,0.55,0.132,0.635,0.07600000000000001,0.725,0.47570238095238093,0.5331193905019556,0.47944011294925765
0,0,0.41000000000000003,0.62,0.69,0.76,0.41000000000000003,0.4,0.20666666666666667,0.605,0.14400000000000002,0.685,0.07900000000000001,0.755,0.5320119047619047,0.583646124688341,0.5360907157798482
0.35561877667140823,250,0.38,0.5800000000000001,0.6799999999999999,0.78,0.38,0.37,0.19666666666666666,0.5700000000000001,0.138,0.6699999999999999,0.08099999999999999,0.775,0.5026904761904761,0.5650613486223888,0.5053242113837766
0.7112375533428165,500,0.37,0.55,0.6799999999999999,0.79,0.37,0.36,0.18666666666666668,0.54,0.14,0.665,0.08099999999999999,0.7749999999999999,0.49445238095238087,0.5577233371647814,0.4945011992368348
1.0668563300142249,750,0.37,0.5700000000000001,0.6799999999999999,0.78,0.37,0.365,0.19333333333333333,0.565,0.14,0.67,0.08,0.76,0.49828968253968253,0.5594038973765131,0.5022646830095341
1.422475106685633,1000,0.39,0.5800000000000001,0.6699999999999999,0.78,0.39,0.385,0.19666666666666666,0.575,0.138,0.655,0.08,0.76,0.5106865079365079,0.5685626781003078,0.5148999672342136
0,0,0.48,0.71,0.77,0.85,0.48,0.46499999999999997,0.23666666666666664,0.685,0.15400000000000003,0.745,0.08799999999999998,0.8300000000000001,0.6083730158730158,0.6541026554291748,0.5996552312723218
0.35561877667140823,250,0.51,0.6799999999999999,0.78,0.83,0.51,0.5,0.23000000000000004,0.6699999999999999,0.15800000000000003,0.755,0.086,0.81,0.6137738095238096,0.6577935928503558,0.614052082868574
0.7112375533428165,500,0.51,0.69,0.79,0.84,0.51,0.495,0.23333333333333334,0.67,0.16,0.765,0.087,0.8200000000000001,0.6182777777777777,0.6610024328498225,0.613680747887461
0,0,0.51,0.67,0.73,0.79,0.51,0.495,0.22333333333333333,0.65,0.15000000000000002,0.71,0.08299999999999999,0.775,0.6078174603174604,0.6421054392332819,0.6046870533217332
0.35561877667140823,250,0.47,0.64,0.7,0.73,0.47,0.45999999999999996,0.21333333333333332,0.625,0.14200000000000002,0.685,0.07600000000000001,0.72,0.5666785714285714,0.601328468327506,0.5727058425702646
0.7112375533428165,500,0.43,0.63,0.71,0.77,0.43,0.42000000000000004,0.20999999999999996,0.61,0.14600000000000002,0.695,0.07999999999999999,0.755,0.5455238095238095,0.5918125378280256,0.5464347039160353
1.0668563300142249,750,0.41000000000000003,0.5800000000000001,0.7,0.75,0.41000000000000003,0.4,0.19333333333333336,0.565,0.14400000000000002,0.685,0.07800000000000001,0.74,0.5225833333333333,0.5713130507497707,0.5278017030159723
1.422475106685633,1000,0.42000000000000004,0.61,0.69,0.77,0.42000000000000004,0.41000000000000003,0.20333333333333334,0.59,0.14200000000000002,0.675,0.08,0.76,0.5346626984126983,0.5853112214174749,0.5377856453262171