jina-embeddings-v4 / results.json
michael-guenther's picture
add model to the vidore leaderboard (#27)
ef6c560 verified
{
"arxivqa_test_subsampled": {
"ndcg_at_1": 0.844,
"ndcg_at_3": 0.88524,
"ndcg_at_5": 0.88954,
"ndcg_at_10": 0.89512,
"ndcg_at_20": 0.90085,
"ndcg_at_50": 0.90479,
"ndcg_at_100": 0.90578,
"map_at_1": 0.844,
"map_at_3": 0.87467,
"map_at_5": 0.87717,
"map_at_10": 0.87933,
"map_at_20": 0.88099,
"map_at_50": 0.88161,
"map_at_100": 0.8817,
"recall_at_1": 0.844,
"recall_at_3": 0.916,
"recall_at_5": 0.926,
"recall_at_10": 0.944,
"recall_at_20": 0.966,
"recall_at_50": 0.986,
"recall_at_100": 0.992,
"precision_at_1": 0.844,
"precision_at_3": 0.30533,
"precision_at_5": 0.1852,
"precision_at_10": 0.0944,
"precision_at_20": 0.0483,
"precision_at_50": 0.01972,
"precision_at_100": 0.00992,
"mrr_at_1": 0.844,
"mrr_at_3": 0.8746666666666665,
"mrr_at_5": 0.8771666666666665,
"mrr_at_10": 0.8793301587301586,
"mrr_at_20": 0.880986183261183,
"mrr_at_50": 0.8816066058267283,
"mrr_at_100": 0.8816959272950264,
"naucs_at_1_max": 0.7413901379085128,
"naucs_at_1_std": 0.3454872013866209,
"naucs_at_1_diff1": 0.9600906830113787,
"naucs_at_3_max": 0.7713307545240329,
"naucs_at_3_std": 0.4801698457160663,
"naucs_at_3_diff1": 0.9489240140500664,
"naucs_at_5_max": 0.7514699573523106,
"naucs_at_5_std": 0.4375552022610836,
"naucs_at_5_diff1": 0.9526206879148043,
"naucs_at_10_max": 0.8086901427237575,
"naucs_at_10_std": 0.5144891289849284,
"naucs_at_10_diff1": 0.9513972255568919,
"naucs_at_20_max": 0.907453177349375,
"naucs_at_20_std": 0.5683802932937894,
"naucs_at_20_diff1": 0.9692425990003846,
"naucs_at_50_max": 0.8709483793517359,
"naucs_at_50_std": 0.7055488862211612,
"naucs_at_50_diff1": 0.9626517273576126,
"naucs_at_100_max": 0.8068394024276366,
"naucs_at_100_std": 0.7076330532212914,
"naucs_at_100_diff1": 0.9673202614378978
},
"docvqa_test_subsampled": {
"ndcg_at_1": 0.52328,
"ndcg_at_3": 0.5841,
"ndcg_at_5": 0.59975,
"ndcg_at_10": 0.62669,
"ndcg_at_20": 0.64245,
"ndcg_at_50": 0.65661,
"ndcg_at_100": 0.66492,
"map_at_1": 0.52328,
"map_at_3": 0.56911,
"map_at_5": 0.57786,
"map_at_10": 0.58881,
"map_at_20": 0.59317,
"map_at_50": 0.59548,
"map_at_100": 0.59622,
"recall_at_1": 0.52328,
"recall_at_3": 0.62749,
"recall_at_5": 0.66519,
"recall_at_10": 0.74945,
"recall_at_20": 0.81153,
"recall_at_50": 0.88248,
"recall_at_100": 0.93348,
"precision_at_1": 0.52328,
"precision_at_3": 0.20916,
"precision_at_5": 0.13304,
"precision_at_10": 0.07494,
"precision_at_20": 0.04058,
"precision_at_50": 0.01765,
"precision_at_100": 0.00933,
"mrr_at_1": 0.5232815964523282,
"mrr_at_3": 0.5691056910569108,
"mrr_at_5": 0.5778640059127865,
"mrr_at_10": 0.5888132193010243,
"mrr_at_20": 0.5931663069177401,
"mrr_at_50": 0.5954783504735428,
"mrr_at_100": 0.5962169799244146,
"naucs_at_1_max": 0.46089368028029637,
"naucs_at_1_std": 0.19359243300005127,
"naucs_at_1_diff1": 0.8483527783001977,
"naucs_at_3_max": 0.4640279399849662,
"naucs_at_3_std": 0.1814509120980464,
"naucs_at_3_diff1": 0.7719022256243834,
"naucs_at_5_max": 0.45716016762761796,
"naucs_at_5_std": 0.16428980258139747,
"naucs_at_5_diff1": 0.750196647594659,
"naucs_at_10_max": 0.3956528364820721,
"naucs_at_10_std": 0.09973122080056422,
"naucs_at_10_diff1": 0.7237863238311393,
"naucs_at_20_max": 0.35927664451426317,
"naucs_at_20_std": 0.09080366240903168,
"naucs_at_20_diff1": 0.6946736504983693,
"naucs_at_50_max": 0.3626447370884348,
"naucs_at_50_std": 0.2775120087087966,
"naucs_at_50_diff1": 0.6534710933108262,
"naucs_at_100_max": 0.32155287639122004,
"naucs_at_100_std": 0.3495021025151782,
"naucs_at_100_diff1": 0.6165810885563539
},
"infovqa_test_subsampled": {
"ndcg_at_1": 0.90283,
"ndcg_at_3": 0.93062,
"ndcg_at_5": 0.93567,
"ndcg_at_10": 0.93969,
"ndcg_at_20": 0.94324,
"ndcg_at_50": 0.94401,
"ndcg_at_100": 0.945,
"map_at_1": 0.90283,
"map_at_3": 0.92409,
"map_at_5": 0.92692,
"map_at_10": 0.92863,
"map_at_20": 0.92959,
"map_at_50": 0.9297,
"map_at_100": 0.92979,
"recall_at_1": 0.90283,
"recall_at_3": 0.94939,
"recall_at_5": 0.96154,
"recall_at_10": 0.97368,
"recall_at_20": 0.98785,
"recall_at_50": 0.9919,
"recall_at_100": 0.99798,
"precision_at_1": 0.90283,
"precision_at_3": 0.31646,
"precision_at_5": 0.19231,
"precision_at_10": 0.09737,
"precision_at_20": 0.04939,
"precision_at_50": 0.01984,
"precision_at_100": 0.00998,
"mrr_at_1": 0.902834008097166,
"mrr_at_3": 0.9240890688259108,
"mrr_at_5": 0.9269230769230767,
"mrr_at_10": 0.9286316753422016,
"mrr_at_20": 0.9295898610333593,
"mrr_at_50": 0.929699602843506,
"mrr_at_100": 0.929788457049907,
"naucs_at_1_max": 0.6026903076230651,
"naucs_at_1_std": 0.261936050485784,
"naucs_at_1_diff1": 0.9396804875719484,
"naucs_at_3_max": 0.7565375225904929,
"naucs_at_3_std": 0.45980620999702715,
"naucs_at_3_diff1": 0.9534218386220948,
"naucs_at_5_max": 0.8235249494008307,
"naucs_at_5_std": 0.5316999544043512,
"naucs_at_5_diff1": 0.9524604670358964,
"naucs_at_10_max": 0.8684766575602219,
"naucs_at_10_std": 0.5944713216706646,
"naucs_at_10_diff1": 0.9405654098266761,
"naucs_at_20_max": 0.7830887900175995,
"naucs_at_20_std": 0.5643438299512757,
"naucs_at_20_diff1": 0.8929919636352566,
"naucs_at_50_max": 0.7072835485426375,
"naucs_at_50_std": 0.5764614839135555,
"naucs_at_50_diff1": 0.8394879454528887,
"naucs_at_100_max": 1.0,
"naucs_at_100_std": 1.0,
"naucs_at_100_diff1": 1.0
},
"tabfquad_test_subsampled": {
"ndcg_at_1": 0.9,
"ndcg_at_3": 0.94685,
"ndcg_at_5": 0.95131,
"ndcg_at_10": 0.95366,
"ndcg_at_20": 0.95455,
"ndcg_at_50": 0.9553,
"ndcg_at_100": 0.9553,
"map_at_1": 0.9,
"map_at_3": 0.9369,
"map_at_5": 0.9394,
"map_at_10": 0.9404,
"map_at_20": 0.94063,
"map_at_50": 0.94077,
"map_at_100": 0.94077,
"recall_at_1": 0.9,
"recall_at_3": 0.975,
"recall_at_5": 0.98571,
"recall_at_10": 0.99286,
"recall_at_20": 0.99643,
"recall_at_50": 1.0,
"recall_at_100": 1.0,
"precision_at_1": 0.9,
"precision_at_3": 0.325,
"precision_at_5": 0.19714,
"precision_at_10": 0.09929,
"precision_at_20": 0.04982,
"precision_at_50": 0.02,
"precision_at_100": 0.01,
"mrr_at_1": 0.9,
"mrr_at_3": 0.936904761904762,
"mrr_at_5": 0.9394047619047617,
"mrr_at_10": 0.9403968253968255,
"mrr_at_20": 0.9406349206349207,
"mrr_at_50": 0.9407722832722833,
"mrr_at_100": 0.9407722832722833,
"naucs_at_1_max": 0.39284046952114193,
"naucs_at_1_std": 0.06274176337201544,
"naucs_at_1_diff1": 0.9321395224756563,
"naucs_at_3_max": 0.98132586367881,
"naucs_at_3_std": 0.9042950513538718,
"naucs_at_3_diff1": 0.98132586367881,
"naucs_at_5_max": 0.967320261437913,
"naucs_at_5_std": 0.8978758169934754,
"naucs_at_5_diff1": 1.0,
"naucs_at_10_max": 1.0,
"naucs_at_10_std": 0.9346405228758269,
"naucs_at_10_diff1": 1.0,
"naucs_at_20_max": 1.0,
"naucs_at_20_std": 1.0,
"naucs_at_20_diff1": 1.0,
"naucs_at_50_max": 1.0,
"naucs_at_50_std": 1.0,
"naucs_at_50_diff1": 1.0,
"naucs_at_100_max": 1.0,
"naucs_at_100_std": 1.0,
"naucs_at_100_diff1": 1.0
},
"tatdqa_test": {
"ndcg_at_1": 0.68834,
"ndcg_at_3": 0.7834,
"ndcg_at_5": 0.80344,
"ndcg_at_10": 0.81851,
"ndcg_at_20": 0.82469,
"ndcg_at_50": 0.82852,
"ndcg_at_100": 0.82981,
"map_at_1": 0.68834,
"map_at_3": 0.76073,
"map_at_5": 0.772,
"map_at_10": 0.7783,
"map_at_20": 0.78002,
"map_at_50": 0.78067,
"map_at_100": 0.78079,
"recall_at_1": 0.68834,
"recall_at_3": 0.84872,
"recall_at_5": 0.89672,
"recall_at_10": 0.94289,
"recall_at_20": 0.96719,
"recall_at_50": 0.98603,
"recall_at_100": 0.99392,
"precision_at_1": 0.68834,
"precision_at_3": 0.28291,
"precision_at_5": 0.17934,
"precision_at_10": 0.09429,
"precision_at_20": 0.04836,
"precision_at_50": 0.01972,
"precision_at_100": 0.00994,
"mrr_at_1": 0.6865127582017011,
"mrr_at_3": 0.7598217901984609,
"mrr_at_5": 0.7710307816929933,
"mrr_at_10": 0.7773322532739296,
"mrr_at_20": 0.7790656715075932,
"mrr_at_50": 0.7797137179788176,
"mrr_at_100": 0.7798294471430899,
"naucs_at_1_max": 0.19289339347399329,
"naucs_at_1_std": -0.05373436574034402,
"naucs_at_1_diff1": 0.8118815353915732,
"naucs_at_3_max": 0.24444248974914928,
"naucs_at_3_std": 0.012951438245694854,
"naucs_at_3_diff1": 0.7252009696977523,
"naucs_at_5_max": 0.27477480629269946,
"naucs_at_5_std": 0.10687833140288663,
"naucs_at_5_diff1": 0.7019146338300569,
"naucs_at_10_max": 0.23474834180340118,
"naucs_at_10_std": 0.13375117651376378,
"naucs_at_10_diff1": 0.6766342016471449,
"naucs_at_20_max": 0.3762582961131715,
"naucs_at_20_std": 0.29216428469292166,
"naucs_at_20_diff1": 0.6564671335087516,
"naucs_at_50_max": 0.4691053847445,
"naucs_at_50_std": 0.4359718488363951,
"naucs_at_50_diff1": 0.7152604718494652,
"naucs_at_100_max": 0.5259975902909616,
"naucs_at_100_std": 0.651086653120611,
"naucs_at_100_diff1": 0.7663843453532901
},
"shiftproject_test": {
"ndcg_at_1": 0.85,
"ndcg_at_3": 0.91917,
"ndcg_at_5": 0.92347,
"ndcg_at_10": 0.92949,
"ndcg_at_20": 0.92949,
"ndcg_at_50": 0.92949,
"ndcg_at_100": 0.92949,
"map_at_1": 0.85,
"map_at_3": 0.90167,
"map_at_5": 0.90417,
"map_at_10": 0.90639,
"map_at_20": 0.90639,
"map_at_50": 0.90639,
"map_at_100": 0.90639,
"recall_at_1": 0.85,
"recall_at_3": 0.97,
"recall_at_5": 0.98,
"recall_at_10": 1.0,
"recall_at_20": 1.0,
"recall_at_50": 1.0,
"recall_at_100": 1.0,
"precision_at_1": 0.85,
"precision_at_3": 0.32333,
"precision_at_5": 0.196,
"precision_at_10": 0.1,
"precision_at_20": 0.05,
"precision_at_50": 0.02,
"precision_at_100": 0.01,
"mrr_at_1": 0.85,
"mrr_at_3": 0.9016666666666666,
"mrr_at_5": 0.9041666666666666,
"mrr_at_10": 0.9063888888888889,
"mrr_at_20": 0.9063888888888889,
"mrr_at_50": 0.9063888888888889,
"mrr_at_100": 0.9063888888888889,
"naucs_at_1_max": 0.029189716889034732,
"naucs_at_1_std": -0.37507321835340074,
"naucs_at_1_diff1": 0.7931012040351454,
"naucs_at_3_max": 0.5589791472144446,
"naucs_at_3_std": 0.09056956115779448,
"naucs_at_3_diff1": 0.9564270152505466,
"naucs_at_5_max": 0.3384687208216692,
"naucs_at_5_std": -0.2987861811391239,
"naucs_at_5_diff1": 1.0,
"naucs_at_10_max": 1.0,
"naucs_at_10_std": 1.0,
"naucs_at_10_diff1": 1.0,
"naucs_at_20_max": 1.0,
"naucs_at_20_std": 1.0,
"naucs_at_20_diff1": 1.0,
"naucs_at_50_max": null,
"naucs_at_50_std": null,
"naucs_at_50_diff1": null,
"naucs_at_100_max": null,
"naucs_at_100_std": null,
"naucs_at_100_diff1": null
},
"syntheticDocQA_artificial_intelligence_test": {
"ndcg_at_1": 0.98,
"ndcg_at_3": 0.99262,
"ndcg_at_5": 0.99262,
"ndcg_at_10": 0.99262,
"ndcg_at_20": 0.99262,
"ndcg_at_50": 0.99262,
"ndcg_at_100": 0.99262,
"map_at_1": 0.98,
"map_at_3": 0.99,
"map_at_5": 0.99,
"map_at_10": 0.99,
"map_at_20": 0.99,
"map_at_50": 0.99,
"map_at_100": 0.99,
"recall_at_1": 0.98,
"recall_at_3": 1.0,
"recall_at_5": 1.0,
"recall_at_10": 1.0,
"recall_at_20": 1.0,
"recall_at_50": 1.0,
"recall_at_100": 1.0,
"precision_at_1": 0.98,
"precision_at_3": 0.33333,
"precision_at_5": 0.2,
"precision_at_10": 0.1,
"precision_at_20": 0.05,
"precision_at_50": 0.02,
"precision_at_100": 0.01,
"mrr_at_1": 0.98,
"mrr_at_3": 0.99,
"mrr_at_5": 0.99,
"mrr_at_10": 0.99,
"mrr_at_20": 0.99,
"mrr_at_50": 0.99,
"mrr_at_100": 0.99,
"naucs_at_1_max": 0.540149393090569,
"naucs_at_1_std": 0.3384687208216605,
"naucs_at_1_diff1": 0.9346405228758133,
"naucs_at_3_max": 1.0,
"naucs_at_3_std": 1.0,
"naucs_at_3_diff1": 1.0,
"naucs_at_5_max": 1.0,
"naucs_at_5_std": 1.0,
"naucs_at_5_diff1": 1.0,
"naucs_at_10_max": 1.0,
"naucs_at_10_std": 1.0,
"naucs_at_10_diff1": 1.0,
"naucs_at_20_max": 1.0,
"naucs_at_20_std": 1.0,
"naucs_at_20_diff1": 1.0,
"naucs_at_50_max": null,
"naucs_at_50_std": null,
"naucs_at_50_diff1": null,
"naucs_at_100_max": null,
"naucs_at_100_std": null,
"naucs_at_100_diff1": null
},
"syntheticDocQA_energy_test": {
"ndcg_at_1": 0.95,
"ndcg_at_3": 0.96762,
"ndcg_at_5": 0.96762,
"ndcg_at_10": 0.97118,
"ndcg_at_20": 0.97118,
"ndcg_at_50": 0.973,
"ndcg_at_100": 0.973,
"map_at_1": 0.95,
"map_at_3": 0.96333,
"map_at_5": 0.96333,
"map_at_10": 0.965,
"map_at_20": 0.965,
"map_at_50": 0.96523,
"map_at_100": 0.96523,
"recall_at_1": 0.95,
"recall_at_3": 0.98,
"recall_at_5": 0.98,
"recall_at_10": 0.99,
"recall_at_20": 0.99,
"recall_at_50": 1.0,
"recall_at_100": 1.0,
"precision_at_1": 0.95,
"precision_at_3": 0.32667,
"precision_at_5": 0.196,
"precision_at_10": 0.099,
"precision_at_20": 0.0495,
"precision_at_50": 0.02,
"precision_at_100": 0.01,
"mrr_at_1": 0.95,
"mrr_at_3": 0.9633333333333333,
"mrr_at_5": 0.9633333333333333,
"mrr_at_10": 0.965,
"mrr_at_20": 0.965,
"mrr_at_50": 0.9652272727272727,
"mrr_at_100": 0.9652272727272727,
"naucs_at_1_max": 0.42726423902894384,
"naucs_at_1_std": -0.4889822595704953,
"naucs_at_1_diff1": 1.0,
"naucs_at_3_max": 0.6136788048552655,
"naucs_at_3_std": -0.6909430438842241,
"naucs_at_3_diff1": 1.0,
"naucs_at_5_max": 0.6136788048552745,
"naucs_at_5_std": -0.690943043884218,
"naucs_at_5_diff1": 1.0,
"naucs_at_10_max": 0.8692810457516413,
"naucs_at_10_std": 0.35807656395891135,
"naucs_at_10_diff1": 1.0,
"naucs_at_20_max": 0.8692810457516413,
"naucs_at_20_std": 0.35807656395891135,
"naucs_at_20_diff1": 1.0,
"naucs_at_50_max": null,
"naucs_at_50_std": null,
"naucs_at_50_diff1": null,
"naucs_at_100_max": null,
"naucs_at_100_std": null,
"naucs_at_100_diff1": null
},
"syntheticDocQA_government_reports_test": {
"ndcg_at_1": 0.93,
"ndcg_at_3": 0.96524,
"ndcg_at_5": 0.96954,
"ndcg_at_10": 0.96954,
"ndcg_at_20": 0.96954,
"ndcg_at_50": 0.96954,
"ndcg_at_100": 0.96954,
"map_at_1": 0.93,
"map_at_3": 0.95667,
"map_at_5": 0.95917,
"map_at_10": 0.95917,
"map_at_20": 0.95917,
"map_at_50": 0.95917,
"map_at_100": 0.95917,
"recall_at_1": 0.93,
"recall_at_3": 0.99,
"recall_at_5": 1.0,
"recall_at_10": 1.0,
"recall_at_20": 1.0,
"recall_at_50": 1.0,
"recall_at_100": 1.0,
"precision_at_1": 0.93,
"precision_at_3": 0.33,
"precision_at_5": 0.2,
"precision_at_10": 0.1,
"precision_at_20": 0.05,
"precision_at_50": 0.02,
"precision_at_100": 0.01,
"mrr_at_1": 0.93,
"mrr_at_3": 0.9566666666666667,
"mrr_at_5": 0.9591666666666667,
"mrr_at_10": 0.9591666666666667,
"mrr_at_20": 0.9591666666666667,
"mrr_at_50": 0.9591666666666667,
"mrr_at_100": 0.9591666666666667,
"naucs_at_1_max": 0.6809390422835813,
"naucs_at_1_std": 0.5458850206749362,
"naucs_at_1_diff1": 0.9229691876750709,
"naucs_at_3_max": 1.0,
"naucs_at_3_std": 1.0,
"naucs_at_3_diff1": 1.0,
"naucs_at_5_max": 1.0,
"naucs_at_5_std": 1.0,
"naucs_at_5_diff1": 1.0,
"naucs_at_10_max": 1.0,
"naucs_at_10_std": 1.0,
"naucs_at_10_diff1": 1.0,
"naucs_at_20_max": 1.0,
"naucs_at_20_std": 1.0,
"naucs_at_20_diff1": 1.0,
"naucs_at_50_max": null,
"naucs_at_50_std": null,
"naucs_at_50_diff1": null,
"naucs_at_100_max": null,
"naucs_at_100_std": null,
"naucs_at_100_diff1": null
},
"syntheticDocQA_healthcare_industry_test": {
"ndcg_at_1": 0.96,
"ndcg_at_3": 0.98393,
"ndcg_at_5": 0.98393,
"ndcg_at_10": 0.98393,
"ndcg_at_20": 0.98393,
"ndcg_at_50": 0.98393,
"ndcg_at_100": 0.98393,
"map_at_1": 0.96,
"map_at_3": 0.97833,
"map_at_5": 0.97833,
"map_at_10": 0.97833,
"map_at_20": 0.97833,
"map_at_50": 0.97833,
"map_at_100": 0.97833,
"recall_at_1": 0.96,
"recall_at_3": 1.0,
"recall_at_5": 1.0,
"recall_at_10": 1.0,
"recall_at_20": 1.0,
"recall_at_50": 1.0,
"recall_at_100": 1.0,
"precision_at_1": 0.96,
"precision_at_3": 0.33333,
"precision_at_5": 0.2,
"precision_at_10": 0.1,
"precision_at_20": 0.05,
"precision_at_50": 0.02,
"precision_at_100": 0.01,
"mrr_at_1": 0.96,
"mrr_at_3": 0.9783333333333333,
"mrr_at_5": 0.9783333333333333,
"mrr_at_10": 0.9783333333333333,
"mrr_at_20": 0.9783333333333333,
"mrr_at_50": 0.9783333333333333,
"mrr_at_100": 0.9783333333333333,
"naucs_at_1_max": 0.7047152194211012,
"naucs_at_1_std": 0.32037815126050734,
"naucs_at_1_diff1": 1.0,
"naucs_at_3_max": 1.0,
"naucs_at_3_std": 1.0,
"naucs_at_3_diff1": 1.0,
"naucs_at_5_max": 1.0,
"naucs_at_5_std": 1.0,
"naucs_at_5_diff1": 1.0,
"naucs_at_10_max": 1.0,
"naucs_at_10_std": 1.0,
"naucs_at_10_diff1": 1.0,
"naucs_at_20_max": 1.0,
"naucs_at_20_std": 1.0,
"naucs_at_20_diff1": 1.0,
"naucs_at_50_max": null,
"naucs_at_50_std": null,
"naucs_at_50_diff1": null,
"naucs_at_100_max": null,
"naucs_at_100_std": null,
"naucs_at_100_diff1": null
}