radoslavralev commited on 8 days ago

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96c60a1

verified ·

1 Parent(s): a1d5bb8

Training in progress, step 703

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Information-Retrieval_evaluation_BeIR-touche2020-subset-test_results.csv +2 -29
Information-Retrieval_evaluation_NanoArguAna_results.csv +2 -29
Information-Retrieval_evaluation_NanoClimateFEVER_results.csv +2 -29
Information-Retrieval_evaluation_NanoDBPedia_results.csv +2 -29
Information-Retrieval_evaluation_NanoFEVER_results.csv +2 -29
Information-Retrieval_evaluation_NanoFiQA2018_results.csv +2 -29
Information-Retrieval_evaluation_NanoHotpotQA_results.csv +2 -29
Information-Retrieval_evaluation_NanoMSMARCO_results.csv +2 -29
Information-Retrieval_evaluation_NanoNFCorpus_results.csv +2 -29
Information-Retrieval_evaluation_NanoNQ_results.csv +2 -29
Information-Retrieval_evaluation_NanoQuoraRetrieval_results.csv +2 -29
Information-Retrieval_evaluation_NanoSCIDOCS_results.csv +2 -29
Information-Retrieval_evaluation_NanoSciFact_results.csv +2 -29
Information-Retrieval_evaluation_NanoTouche2020_results.csv +2 -29
NanoBEIR_evaluation_mean_results.csv +2 -29
config.json +36 -15
eval/Information-Retrieval_evaluation_NanoMSMARCO_results.csv +35 -330
eval/Information-Retrieval_evaluation_NanoNQ_results.csv +35 -330
eval/NanoBEIR_evaluation_mean_results.csv +35 -330
final_metrics.json +224 -224
model.safetensors +2 -2
special_tokens_map.json +1 -1
tokenizer.json +2 -2
tokenizer_config.json +900 -20
training_args.bin +2 -2

Information-Retrieval_evaluation_BeIR-touche2020-subset-test_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
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Information-Retrieval_evaluation_NanoArguAna_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
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--1,-1,0.12,0.42,0.66,0.74,0.12,0.12,0.13999999999999999,0.42,0.132,0.66,0.07400000000000001,0.74,0.3160238095238095,0.41841792898858904,0.32514065391922536

 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
+-1,-1,0.12,0.28,0.38,0.44,0.12,0.12,0.09333333333333332,0.28,0.07600000000000001,0.38,0.044000000000000004,0.44,0.21616666666666665,0.26984050364986856,0.2258446886330761
+-1,-1,0.1,0.26,0.36,0.5,0.1,0.1,0.08666666666666666,0.26,0.07200000000000001,0.36,0.05,0.5,0.21554761904761904,0.28273132557018443,0.2283366039365796

Information-Retrieval_evaluation_NanoClimateFEVER_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
--1,-1,0.1,0.32,0.44,0.6,0.1,0.04333333333333333,0.11333333333333333,0.154,0.092,0.214,0.066,0.2723333333333333,0.23579365079365078,0.18832347198247595,0.13278630044723194
--1,-1,0.14,0.22,0.26,0.38,0.14,0.07,0.07333333333333333,0.11066666666666666,0.05200000000000001,0.13566666666666666,0.038,0.19066666666666665,0.20153968253968252,0.1453885297185151,0.10907272614067173
--1,-1,0.1,0.16,0.18,0.36,0.1,0.039,0.05333333333333333,0.07233333333333332,0.04,0.09899999999999999,0.038000000000000006,0.17800000000000002,0.15424603174603174,0.1173759125527998,0.08470650399139114
--1,-1,0.04,0.08,0.12,0.12,0.04,0.010666666666666666,0.03333333333333333,0.04466666666666667,0.028000000000000004,0.056333333333333326,0.014000000000000002,0.056333333333333326,0.06566666666666666,0.046191957495871135,0.033420280683900884
--1,-1,0.16,0.3,0.38,0.46,0.16,0.062333333333333324,0.1,0.14066666666666663,0.07600000000000001,0.18233333333333335,0.05,0.22733333333333333,0.2518888888888889,0.17511491667849083,0.13026789173087744
--1,-1,0.22,0.38,0.46,0.68,0.22,0.10666666666666666,0.14,0.2,0.10400000000000001,0.244,0.076,0.31799999999999995,0.3376349206349205,0.25307254805545965,0.19775113367023567
--1,-1,0.22,0.42,0.5,0.68,0.22,0.08833333333333332,0.13999999999999999,0.21066666666666667,0.10800000000000001,0.24566666666666667,0.08,0.3423333333333333,0.34532539682539676,0.2564996471347133,0.18649579530729996
--1,-1,0.18,0.4,0.48,0.66,0.18,0.07666666666666666,0.13999999999999999,0.19566666666666666,0.10400000000000001,0.24566666666666667,0.07600000000000001,0.324,0.3119444444444444,0.23748819560513412,0.17327361223342094
--1,-1,0.22,0.3,0.32,0.36,0.22,0.095,0.11333333333333333,0.14,0.07200000000000001,0.15,0.046000000000000006,0.185,0.25935714285714284,0.1730634192176821,0.13925003187344695
--1,-1,0.22,0.38,0.46,0.68,0.22,0.10666666666666666,0.14,0.2,0.10400000000000001,0.244,0.076,0.31799999999999995,0.3376349206349205,0.25307254805545965,0.19775113367023567
--1,-1,0.26,0.42,0.52,0.64,0.26,0.11233333333333334,0.14666666666666667,0.21733333333333335,0.11200000000000002,0.2556666666666667,0.076,0.32233333333333336,0.3750793650793651,0.2666253800845284,0.2011140281816089
--1,-1,0.24,0.38,0.48,0.6,0.24,0.12666666666666665,0.12666666666666665,0.20166666666666663,0.1,0.23666666666666664,0.064,0.28633333333333333,0.34023809523809523,0.24416660636672297,0.19639096105020912
--1,-1,0.12,0.22,0.26,0.28,0.12,0.04233333333333333,0.08,0.08133333333333333,0.06,0.102,0.036000000000000004,0.13866666666666666,0.17222222222222222,0.11288236592671469,0.08493692917875312
--1,-1,0.24,0.44,0.52,0.66,0.24,0.12666666666666665,0.14666666666666667,0.22333333333333333,0.11599999999999999,0.2723333333333333,0.07600000000000001,0.33233333333333337,0.36330158730158724,0.27296588545762396,0.21204095502133327
--1,-1,0.28,0.44,0.52,0.64,0.28,0.13066666666666665,0.15333333333333332,0.21899999999999997,0.12,0.26233333333333336,0.074,0.3123333333333333,0.3832142857142857,0.2703282085788094,0.21215656485240864
--1,-1,0.24,0.42,0.52,0.62,0.24,0.12666666666666665,0.14,0.21166666666666667,0.10800000000000001,0.2533333333333333,0.068,0.288,0.3562698412698413,0.25188604275298343,0.20169297415870524
--1,-1,0.16,0.2,0.26,0.32,0.16,0.07166666666666666,0.06666666666666667,0.10166666666666666,0.064,0.14166666666666666,0.044000000000000004,0.18833333333333332,0.19774603174603173,0.15121221242650237,0.12238915409956043
--1,-1,0.26,0.44,0.5,0.66,0.26,0.13333333333333333,0.15333333333333332,0.22833333333333336,0.11599999999999999,0.26899999999999996,0.07800000000000001,0.3373333333333333,0.37407936507936507,0.27983255974457305,0.21950969120711716
--1,-1,0.26,0.38,0.48,0.54,0.26,0.14066666666666666,0.13333333333333333,0.20233333333333334,0.1,0.23399999999999999,0.062,0.27399999999999997,0.34852380952380957,0.2492839568639178,0.20441864232503498
--1,-1,0.2,0.44,0.5,0.6,0.2,0.09666666666666666,0.14666666666666664,0.21566666666666662,0.10400000000000001,0.244,0.066,0.304,0.32441269841269843,0.23875559115390693,0.18002326993925138
--1,-1,0.12,0.24,0.26,0.3,0.12,0.05833333333333333,0.08,0.11166666666666664,0.06000000000000001,0.13333333333333333,0.042,0.1733333333333333,0.18599999999999997,0.1421323657809101,0.11251502558321347
--1,-1,0.22,0.52,0.56,0.64,0.22,0.09166666666666666,0.1733333333333333,0.23399999999999999,0.12000000000000002,0.27899999999999997,0.076,0.32733333333333337,0.3648571428571428,0.26355221051084216,0.19506453252604283
--1,-1,0.22,0.32,0.42,0.54,0.22,0.10233333333333333,0.11333333333333333,0.17233333333333334,0.08800000000000001,0.214,0.06,0.264,0.2971587301587302,0.2160448650908654,0.16726239030401754
--1,-1,0.16,0.34,0.42,0.5,0.16,0.07166666666666666,0.12,0.18833333333333332,0.08800000000000001,0.22166666666666668,0.05200000000000001,0.24566666666666667,0.26733333333333337,0.1944844277985001,0.15241233916622948
--1,-1,0.14,0.26,0.36,0.38,0.14,0.05166666666666666,0.09333333333333332,0.11666666666666665,0.084,0.15833333333333333,0.054000000000000006,0.19666666666666666,0.21166666666666667,0.15675231579142682,0.11912933937125439
--1,-1,0.28,0.4,0.5,0.6,0.28,0.11333333333333333,0.13333333333333333,0.16399999999999998,0.10800000000000001,0.24233333333333335,0.068,0.299,0.36716666666666664,0.2454441201376726,0.18445006511130305
--1,-1,0.1,0.22,0.22,0.28,0.1,0.03666666666666666,0.07333333333333333,0.08833333333333332,0.044000000000000004,0.08833333333333332,0.03,0.11333333333333333,0.15777777777777777,0.097646434116538,0.07771001351328188
--1,-1,0.1,0.26,0.26,0.4,0.1,0.03666666666666667,0.08666666666666666,0.105,0.05600000000000001,0.11166666666666666,0.042,0.16399999999999998,0.1807698412698413,0.1227580910409466,0.0886134409517423
--1,-1,0.2,0.28,0.34,0.46,0.2,0.06566666666666666,0.1,0.13233333333333333,0.08,0.1723333333333333,0.05600000000000001,0.22566666666666665,0.2651587301587301,0.18254825135890065,0.13955232771641962

 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
+-1,-1,0.04,0.06,0.06,0.06,0.04,0.016666666666666666,0.02,0.026666666666666665,0.012000000000000002,0.026666666666666665,0.008,0.03333333333333333,0.04666666666666667,0.031123199402742927,0.03266455114308441
+-1,-1,0.02,0.02,0.04,0.08,0.02,0.01,0.006666666666666666,0.01,0.008,0.016666666666666666,0.008,0.028333333333333332,0.029222222222222226,0.02136845234909762,0.02565176034230627

Information-Retrieval_evaluation_NanoDBPedia_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
--1,-1,0.58,0.82,0.86,0.88,0.58,0.05774032197349101,0.5266666666666666,0.13525154291594316,0.444,0.17429307751101658,0.36199999999999993,0.24557535689700863,0.7,0.46037876007701023,0.32047705412103555
--1,-1,0.52,0.72,0.82,0.86,0.52,0.047202979496018524,0.4,0.10194727189869665,0.364,0.15730653946206946,0.30000000000000004,0.22246963483004237,0.6298333333333334,0.38619002202024644,0.2319232549425231
--1,-1,0.54,0.76,0.84,0.9,0.54,0.07619799906535789,0.42,0.1276779058713768,0.384,0.16749620234443643,0.29200000000000004,0.21087586592616692,0.6681666666666666,0.3969317585871071,0.25479322904197393
--1,-1,0.26,0.36,0.42,0.48,0.26,0.013478860639269325,0.19333333333333333,0.027032310773340756,0.168,0.03720266654458638,0.138,0.061932122340730054,0.32241269841269843,0.1613933337162208,0.058008726432844
--1,-1,0.6,0.84,0.9,0.94,0.6,0.07736452132069595,0.54,0.1648929452761373,0.46,0.20685193791339937,0.37800000000000006,0.27282350703551705,0.7216904761904763,0.49263161688380896,0.32681788162300135
--1,-1,0.7,0.84,0.86,0.9,0.7,0.07514830114967352,0.48,0.12504263439749053,0.43199999999999994,0.17114850325738726,0.374,0.2647379890126719,0.7688571428571429,0.4819449351312035,0.3187663378243811
--1,-1,0.72,0.84,0.9,0.96,0.72,0.05670459269763173,0.5266666666666666,0.13069601271168413,0.47200000000000003,0.19499547635399148,0.382,0.2892940743088388,0.7988571428571428,0.498556918096642,0.32899455637485014
--1,-1,0.68,0.86,0.9,0.92,0.68,0.07686918107535569,0.5266666666666667,0.1332763215927613,0.4600000000000001,0.18986629962476506,0.364,0.2662482753194123,0.7712222222222223,0.4827204750207264,0.33407697629545674
--1,-1,0.66,0.76,0.8,0.88,0.66,0.05297337184974421,0.49333333333333335,0.12286681770835706,0.3960000000000001,0.15804576035936513,0.3340000000000001,0.24453102622727121,0.7296904761904761,0.44356079757487216,0.288864360045014
--1,-1,0.7,0.84,0.86,0.9,0.7,0.07514830114967352,0.48,0.12504263439749053,0.43199999999999994,0.17114850325738726,0.374,0.2647379890126719,0.7688571428571429,0.4819449351312035,0.3187663378243811
--1,-1,0.68,0.88,0.92,0.94,0.68,0.05688977886612893,0.54,0.13935988888756243,0.47200000000000003,0.1751897325720696,0.37,0.26159227895019427,0.780857142857143,0.4806798308683474,0.308753405762294
--1,-1,0.72,0.82,0.86,0.94,0.72,0.07990956569074031,0.54,0.14618955963801683,0.4440000000000001,0.17424610447980732,0.368,0.2554216776296513,0.7762222222222224,0.4828044504756275,0.3198819427260988
--1,-1,0.64,0.78,0.78,0.86,0.64,0.053779986911261235,0.49333333333333335,0.1227512823699279,0.42,0.14626982774266176,0.35600000000000004,0.24094199821136392,0.7140238095238095,0.45440819144986233,0.28781093383029827
--1,-1,0.74,0.86,0.88,0.92,0.74,0.07485843885147789,0.5333333333333333,0.1579502726417123,0.44800000000000006,0.19035082646453502,0.382,0.2636865207564014,0.8034126984126985,0.5012412412494733,0.3278144293312558
--1,-1,0.64,0.86,0.88,0.94,0.64,0.055166835143185204,0.56,0.13163725118575806,0.46,0.16309283546277217,0.37000000000000005,0.255052017593493,0.7482460317460319,0.4734084050500165,0.3024986653520944
--1,-1,0.72,0.84,0.86,0.9,0.72,0.07363316412620316,0.54,0.14154461690562375,0.44400000000000006,0.1737149803849171,0.37400000000000005,0.25319236779425075,0.7811904761904762,0.4846567678327498,0.31516504323881767
--1,-1,0.66,0.76,0.8,0.88,0.66,0.054988438953046614,0.45333333333333337,0.11380015241879797,0.42400000000000004,0.17003765646598404,0.36200000000000004,0.26210794412025873,0.7243571428571427,0.46345856185015377,0.30297613403422335
--1,-1,0.7,0.88,0.9,0.94,0.7,0.07383246482550386,0.5466666666666667,0.159718221359661,0.44400000000000006,0.1937365959906554,0.392,0.2724595995420522,0.7926904761904762,0.5074575102031964,0.3307395976243776
--1,-1,0.6,0.76,0.86,0.9,0.6,0.05244099344102771,0.4733333333333334,0.11905666980927139,0.42800000000000005,0.1498535000442701,0.34600000000000003,0.24163199162754928,0.7028888888888889,0.4426565477477201,0.2828214084522445
--1,-1,0.72,0.78,0.82,0.92,0.72,0.07890647927098722,0.49333333333333335,0.1444097476150978,0.4320000000000001,0.17161496480028293,0.36199999999999993,0.24571882117909583,0.7622698412698413,0.47189065029725746,0.3083301597708803
--1,-1,0.62,0.74,0.82,0.88,0.62,0.05294717669991995,0.4600000000000001,0.11950308612173167,0.40399999999999997,0.1809061480074522,0.352,0.26388938838721027,0.7002698412698414,0.45186572825718035,0.2963971880776791
--1,-1,0.66,0.8,0.84,0.94,0.66,0.07082671665308901,0.5066666666666666,0.13730927885289243,0.4160000000000001,0.1661893911919123,0.368,0.25034697924131,0.7467142857142857,0.4728916713272679,0.30396194965649254
--1,-1,0.52,0.8,0.84,0.94,0.52,0.053947284988985926,0.4733333333333334,0.12872420563450496,0.4,0.1614012024961392,0.33399999999999996,0.22961144710899753,0.658079365079365,0.4215257975939991,0.25522727699994674
--1,-1,0.64,0.76,0.86,0.9,0.64,0.0749852671497751,0.4666666666666666,0.1130441512614987,0.40800000000000014,0.169616372283031,0.3500000000000001,0.2326475263529595,0.7201666666666666,0.44846435106753213,0.2817721591529559
--1,-1,0.64,0.82,0.9,0.92,0.64,0.07315254232195224,0.48666666666666664,0.15359111762642982,0.45199999999999996,0.20180263827952294,0.37400000000000005,0.276069531971468,0.7361666666666669,0.486502948006923,0.3195461909318204
--1,-1,0.64,0.74,0.8,0.88,0.64,0.06298773360224157,0.46,0.12059791194148092,0.408,0.1615008684444512,0.354,0.2364469597785871,0.7060238095238095,0.4458270302915994,0.27652854286212974
--1,-1,0.44,0.7,0.76,0.84,0.44,0.049675346633653354,0.3933333333333333,0.10763970514082778,0.3599999999999999,0.1416666191592697,0.298,0.19504931920270288,0.5730555555555555,0.36711368537421946,0.21111455621237948
--1,-1,0.58,0.74,0.8,0.88,0.58,0.07118743441238874,0.45333333333333337,0.1114692323281359,0.384,0.1626687497491328,0.306,0.22317255957122664,0.675190476190476,0.40839594596102685,0.23723645718474196
--1,-1,0.56,0.66,0.78,0.82,0.56,0.04967448156754835,0.43333333333333335,0.10839380885207038,0.4,0.14495665039320874,0.324,0.22317297827159543,0.6345555555555554,0.4123840102762838,0.2507958936279719

 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
+-1,-1,0.36,0.52,0.58,0.6,0.36,0.020103910092130008,0.2866666666666666,0.05135348854098917,0.264,0.06989763016711754,0.23999999999999996,0.10517896501544292,0.44499999999999995,0.2735086396500482,0.15357731098529787
+-1,-1,0.36,0.58,0.66,0.7,0.36,0.040055337624664365,0.3133333333333333,0.07655140486663638,0.288,0.09819499094978833,0.252,0.14310515518146127,0.4847222222222222,0.30545142802511466,0.18556868601955767

Information-Retrieval_evaluation_NanoFEVER_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
--1,-1,0.56,0.8,0.88,0.88,0.56,0.5266666666666666,0.28,0.7533333333333333,0.184,0.8333333333333333,0.092,0.8333333333333333,0.6789999999999999,0.7016221865098926,0.6483203115492273
--1,-1,0.28,0.52,0.6,0.68,0.28,0.27,0.1733333333333333,0.49,0.12,0.57,0.07,0.65,0.4225238095238095,0.4689004130810094,0.4118080771584329
--1,-1,0.3,0.44,0.52,0.58,0.3,0.28,0.14666666666666667,0.41,0.10800000000000001,0.5,0.062,0.56,0.39605555555555555,0.4268388511477842,0.3890457012149144
--1,-1,0.02,0.02,0.02,0.04,0.02,0.02,0.006666666666666666,0.02,0.004,0.02,0.004,0.04,0.022857142857142857,0.026666666666666665,0.027169926585108667
--1,-1,0.68,0.88,0.88,0.96,0.68,0.6366666666666666,0.3,0.8266666666666667,0.18,0.8266666666666667,0.09799999999999998,0.9066666666666667,0.773968253968254,0.7814677857530928,0.7300793650793651
--1,-1,0.62,0.92,0.98,0.98,0.62,0.5966666666666667,0.3133333333333333,0.8666666666666667,0.19999999999999996,0.9266666666666667,0.09999999999999998,0.9266666666666667,0.7673333333333333,0.7904169146327766,0.7345681818181817
--1,-1,0.68,0.92,0.92,0.94,0.68,0.6266666666666666,0.3133333333333333,0.8666666666666666,0.18799999999999997,0.8666666666666666,0.09599999999999997,0.8866666666666667,0.7833333333333334,0.7835360079677364,0.738962481962482
--1,-1,0.68,0.9,0.94,0.96,0.68,0.6266666666666667,0.30666666666666664,0.8466666666666667,0.19199999999999995,0.8866666666666667,0.09799999999999998,0.9066666666666667,0.7928571428571429,0.7945297725036435,0.74655116992617
--1,-1,0.34,0.46,0.6,0.66,0.34,0.31666666666666665,0.1533333333333333,0.4266666666666667,0.124,0.5766666666666667,0.068,0.6366666666666667,0.424,0.46337482491692245,0.4086120813834917
--1,-1,0.62,0.92,0.98,0.98,0.62,0.5966666666666667,0.3133333333333333,0.8666666666666667,0.19999999999999996,0.9266666666666667,0.09999999999999998,0.9266666666666667,0.7673333333333333,0.7904169146327766,0.7345681818181817
--1,-1,0.72,0.86,0.9,0.92,0.72,0.6666666666666665,0.29333333333333333,0.8133333333333332,0.18799999999999997,0.8533333333333333,0.09599999999999997,0.8733333333333333,0.7933333333333333,0.789904917294168,0.7522696021313817
--1,-1,0.52,0.88,0.9,0.92,0.52,0.4766666666666666,0.29333333333333333,0.8166666666666668,0.184,0.8466666666666667,0.09399999999999999,0.8666666666666667,0.6873333333333332,0.7074396232322929,0.6450913349659241
--1,-1,0.24,0.32,0.32,0.38,0.24,0.23,0.10666666666666666,0.31,0.064,0.31,0.038000000000000006,0.37,0.2848809523809524,0.29976135993864456,0.280763663917354
--1,-1,0.68,0.92,0.98,0.98,0.68,0.6466666666666667,0.3133333333333333,0.8666666666666667,0.19999999999999996,0.9266666666666667,0.09999999999999998,0.9266666666666667,0.7973333333333333,0.8097056122005367,0.7587396988174427
--1,-1,0.62,0.9,0.92,0.92,0.62,0.5766666666666667,0.3,0.8366666666666667,0.18799999999999997,0.8666666666666667,0.09599999999999997,0.8733333333333333,0.745,0.7556112023709758,0.7055591841543971
--1,-1,0.52,0.76,0.9,0.92,0.52,0.4766666666666666,0.25333333333333335,0.7066666666666667,0.184,0.8466666666666667,0.09399999999999999,0.8666666666666667,0.6673333333333332,0.6933518033996009,0.6274356113837726
--1,-1,0.32,0.46,0.48,0.5,0.32,0.3,0.1533333333333333,0.42666666666666664,0.096,0.44666666666666666,0.052000000000000005,0.4766666666666666,0.3906666666666667,0.40015125483886677,0.3720854582705336
--1,-1,0.72,0.9,0.96,0.98,0.72,0.6766666666666665,0.30666666666666664,0.8466666666666667,0.19599999999999995,0.9066666666666667,0.09999999999999998,0.9266666666666667,0.8206666666666667,0.8229612278703518,0.7751518703591276
--1,-1,0.46,0.78,0.86,0.88,0.46,0.42666666666666664,0.26666666666666666,0.7233333333333333,0.176,0.8033333333333332,0.092,0.8333333333333333,0.6218571428571428,0.6580129211253776,0.5958589705489019
--1,-1,0.48,0.7,0.84,0.92,0.48,0.42666666666666664,0.23333333333333336,0.6466666666666666,0.17199999999999996,0.7966666666666667,0.09399999999999999,0.8666666666666667,0.6137777777777778,0.647832874607183,0.568931348337861
--1,-1,0.28,0.42,0.44,0.44,0.28,0.27,0.13999999999999999,0.4,0.09200000000000001,0.43,0.046000000000000006,0.43,0.3506666666666666,0.3661113939532885,0.3422393215160618
--1,-1,0.6,0.9,0.96,0.98,0.6,0.5566666666666666,0.30666666666666664,0.8466666666666667,0.19599999999999995,0.9066666666666667,0.09999999999999998,0.9266666666666667,0.7516666666666666,0.7716934881014161,0.7061067287383075
--1,-1,0.4,0.66,0.74,0.86,0.4,0.37666666666666665,0.22666666666666668,0.6133333333333333,0.156,0.6933333333333332,0.09,0.8133333333333332,0.551190476190476,0.60296133344697,0.5334152795270443
--1,-1,0.4,0.66,0.72,0.88,0.4,0.35666666666666663,0.22,0.6066666666666667,0.14800000000000002,0.6666666666666665,0.092,0.8333333333333333,0.5498809523809524,0.5944075439637173,0.5102769562370403
--1,-1,0.42,0.54,0.56,0.58,0.42,0.38666666666666666,0.18,0.5066666666666666,0.11200000000000002,0.5266666666666666,0.06,0.5466666666666666,0.4772222222222222,0.4781599404941899,0.4483555223831086
--1,-1,0.48,0.82,0.92,0.96,0.48,0.45666666666666667,0.2733333333333333,0.7666666666666666,0.184,0.8566666666666667,0.09799999999999998,0.9066666666666667,0.6655,0.7068297646021358,0.6300429505135388
--1,-1,0.12,0.14,0.24,0.34,0.12,0.12,0.04666666666666666,0.14,0.04800000000000001,0.21,0.034,0.29666666666666663,0.16383333333333333,0.19082823894999276,0.17203815153941446
--1,-1,0.24,0.38,0.44,0.52,0.24,0.20666666666666664,0.12666666666666665,0.34666666666666673,0.08800000000000001,0.40666666666666673,0.052000000000000005,0.47666666666666674,0.3236904761904762,0.3415988954327419,0.30509330377537014
--1,-1,0.36,0.58,0.6,0.62,0.36,0.33666666666666667,0.19333333333333333,0.5466666666666666,0.12400000000000003,0.5666666666666667,0.064,0.5866666666666667,0.4662222222222222,0.48322424844451073,0.4437464375823791

 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
+-1,-1,0.02,0.04,0.08,0.08,0.02,0.02,0.013333333333333332,0.04,0.016,0.08,0.008,0.08,0.039,0.04896918237758784,0.048508442140481896
+-1,-1,0.06,0.1,0.1,0.12,0.06,0.06,0.03333333333333333,0.1,0.02,0.1,0.012000000000000002,0.12,0.07619047619047618,0.08666666666666666,0.09032923996930745

Information-Retrieval_evaluation_NanoFiQA2018_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
--1,-1,0.24,0.38,0.42,0.52,0.24,0.13307936507936508,0.15333333333333332,0.21543650793650795,0.11600000000000002,0.2601031746031746,0.07600000000000001,0.3241587301587302,0.3178809523809524,0.2635447070179544,0.22615568818713977
--1,-1,0.26,0.36,0.4,0.48,0.26,0.1585238095238095,0.13999999999999999,0.2282698412698413,0.10000000000000002,0.2517936507936508,0.064,0.3186825396825397,0.3242460317460317,0.26876133900480464,0.24128551555161426
--1,-1,0.22,0.34,0.44,0.6,0.22,0.11407936507936509,0.15333333333333332,0.21912698412698411,0.124,0.2806825396825397,0.094,0.4115714285714286,0.3207142857142857,0.29458681641245554,0.23364616122992465
--1,-1,0.1,0.22,0.26,0.32,0.1,0.04352380952380952,0.07333333333333332,0.11152380952380953,0.05600000000000001,0.12774603174603175,0.036000000000000004,0.15663492063492065,0.16444444444444442,0.11920019095324214,0.08946856517346266
--1,-1,0.28,0.38,0.44,0.62,0.28,0.13474603174603175,0.16666666666666663,0.21912698412698411,0.124,0.2721269841269841,0.08599999999999998,0.40484920634920635,0.36090476190476184,0.3007863756543914,0.23923426165260125
--1,-1,0.4,0.48,0.56,0.64,0.4,0.21357936507936512,0.20666666666666667,0.2997698412698413,0.14800000000000002,0.34396031746031747,0.09599999999999997,0.4287936507936508,0.46438095238095245,0.37187924093070407,0.3143221865619557
--1,-1,0.38,0.54,0.68,0.74,0.38,0.2114126984126984,0.2333333333333333,0.3536269841269841,0.18,0.4336269841269841,0.12,0.5354047619047619,0.4913888888888889,0.42968312791198054,0.35462063324400034
--1,-1,0.42,0.58,0.68,0.74,0.42,0.22007936507936507,0.2533333333333333,0.36912698412698414,0.2,0.47234920634920635,0.12000000000000002,0.5280714285714285,0.5107777777777777,0.4359093953365949,0.3653992650537201
--1,-1,0.2,0.38,0.42,0.5,0.2,0.124,0.13999999999999999,0.2271904761904762,0.11599999999999999,0.2683809523809524,0.07200000000000001,0.30690476190476196,0.29054761904761905,0.25246237789572157,0.21848437925349112
--1,-1,0.4,0.48,0.56,0.64,0.4,0.21357936507936512,0.20666666666666667,0.2997698412698413,0.14800000000000002,0.34396031746031747,0.09599999999999997,0.4287936507936508,0.46438095238095245,0.37187924093070407,0.3143221865619557
--1,-1,0.44,0.5,0.66,0.7,0.44,0.23674603174603173,0.20666666666666667,0.3282698412698412,0.18,0.4468492063492064,0.10799999999999998,0.5012380952380951,0.5054126984126984,0.4196812296155624,0.34864520305957064
--1,-1,0.38,0.46,0.6,0.66,0.38,0.20874603174603173,0.2,0.3026031746031746,0.172,0.4028492063492063,0.106,0.4737380952380952,0.45252380952380944,0.3879131672402508,0.32617614006971196
--1,-1,0.12,0.26,0.32,0.34,0.12,0.08,0.08666666666666666,0.17666666666666664,0.064,0.20202380952380952,0.038000000000000006,0.2345238095238095,0.203,0.1777291120842257,0.15097990978495746
--1,-1,0.36,0.48,0.6,0.66,0.36,0.20474603174603176,0.19333333333333336,0.3001031746031746,0.16,0.3941269841269841,0.09599999999999997,0.44029365079365074,0.44688888888888884,0.3712393962752452,0.313063297750109
--1,-1,0.42,0.54,0.58,0.68,0.42,0.23274603174603176,0.22666666666666668,0.3512698412698412,0.15600000000000003,0.3992698412698412,0.09999999999999998,0.47440476190476183,0.490047619047619,0.40636031274433504,0.34598428489426797
--1,-1,0.32,0.46,0.56,0.6,0.32,0.1880793650793651,0.2,0.29560317460317465,0.16399999999999998,0.372015873015873,0.09399999999999999,0.4084047619047619,0.40822222222222215,0.34734676454799496,0.30384534934518387
--1,-1,0.18,0.28,0.4,0.42,0.18,0.09622222222222222,0.12,0.19044444444444444,0.096,0.2596111111111111,0.05800000000000001,0.2980555555555555,0.2503333333333333,0.22115203133046116,0.18315981608994544
--1,-1,0.36,0.44,0.6,0.7,0.36,0.19607936507936508,0.19333333333333336,0.26643650793650797,0.17199999999999996,0.4104603174603174,0.1,0.4702936507936507,0.44926984126984115,0.3787820615954833,0.31162344201517
--1,-1,0.38,0.5,0.58,0.64,0.38,0.20874603174603173,0.18666666666666668,0.3174126984126984,0.14400000000000002,0.3784365079365079,0.086,0.4249920634920635,0.45752380952380955,0.3627243700335102,0.30653324427432976
--1,-1,0.34,0.42,0.52,0.6,0.34,0.17874603174603174,0.1733333333333333,0.26026984126984126,0.14400000000000002,0.3431031746031746,0.092,0.44262698412698415,0.4107380952380952,0.3483765709350854,0.2899028574096885
--1,-1,0.16,0.32,0.36,0.42,0.16,0.09666666666666666,0.11333333333333333,0.2333333333333333,0.07600000000000001,0.24833333333333332,0.05000000000000001,0.2977777777777778,0.23633333333333328,0.21754856447960677,0.18156772343708624
--1,-1,0.36,0.48,0.6,0.66,0.36,0.19941269841269843,0.20666666666666667,0.2806031746031746,0.16,0.3781269841269841,0.08999999999999998,0.4256269841269841,0.4481666666666666,0.35641512120073343,0.29847071848639917
--1,-1,0.26,0.4,0.54,0.6,0.26,0.16085714285714287,0.14666666666666667,0.23674603174603173,0.124,0.32276984126984126,0.07400000000000001,0.4006269841269841,0.36907936507936495,0.30934647962611306,0.2520414233453418
--1,-1,0.36,0.52,0.58,0.62,0.36,0.1920793650793651,0.20666666666666667,0.3041031746031746,0.15600000000000003,0.3717936507936508,0.08999999999999998,0.4182936507936508,0.4362222222222222,0.35178607324812367,0.29193689530186684
--1,-1,0.12,0.26,0.28,0.42,0.12,0.08,0.08666666666666666,0.18,0.055999999999999994,0.185,0.048,0.27688888888888885,0.19646825396825393,0.18619445246806593,0.14879195968167885
--1,-1,0.3,0.44,0.52,0.64,0.3,0.19085714285714286,0.1733333333333333,0.2721031746031746,0.14800000000000002,0.3444603174603174,0.088,0.4182936507936508,0.4016031746031746,0.3450848887082074,0.2890649644684096
--1,-1,0.2,0.28,0.36,0.46,0.2,0.12685714285714286,0.09333333333333332,0.16935714285714284,0.07600000000000001,0.20624603174603173,0.05800000000000001,0.2936031746031746,0.26316666666666666,0.22260998649490524,0.180575402733205
--1,-1,0.22,0.32,0.34,0.42,0.22,0.14685714285714285,0.11333333333333333,0.20735714285714288,0.08000000000000002,0.22357936507936507,0.052000000000000005,0.2640793650793651,0.27849999999999997,0.23038031233094486,0.20476191888739975
--1,-1,0.12,0.18,0.24,0.3,0.12,0.08,0.06,0.14,0.052000000000000005,0.1822222222222222,0.034,0.2068888888888889,0.16304761904761902,0.15187837983158425,0.126341288226974

 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
+-1,-1,0.0,0.04,0.04,0.04,0.0,0.0,0.013333333333333332,0.026666666666666665,0.008,0.026666666666666665,0.004,0.026666666666666665,0.013333333333333332,0.014692787260227564,0.013324266883827564
+-1,-1,0.0,0.02,0.04,0.06,0.0,0.0,0.006666666666666666,0.01,0.008,0.03,0.006000000000000001,0.04,0.012888888888888887,0.01756004200793678,0.011052512706187099

Information-Retrieval_evaluation_NanoHotpotQA_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
--1,-1,0.5,0.58,0.62,0.68,0.5,0.25,0.2333333333333333,0.35,0.16399999999999998,0.41,0.094,0.47,0.5529999999999999,0.43627646197603637,0.37828612061221206
--1,-1,0.54,0.66,0.74,0.84,0.54,0.27,0.2533333333333333,0.38,0.17600000000000002,0.44,0.10599999999999998,0.53,0.6256031746031746,0.4749742091237649,0.38794691370738704
--1,-1,0.52,0.68,0.74,0.78,0.52,0.26,0.2733333333333334,0.41,0.184,0.46,0.102,0.51,0.6083333333333334,0.46561524553654626,0.3863310446433211
--1,-1,0.16,0.2,0.24,0.24,0.16,0.08,0.06666666666666667,0.1,0.04800000000000001,0.12,0.026000000000000002,0.13,0.18466666666666667,0.12500477316127157,0.09905861704269486
--1,-1,0.72,0.8,0.82,0.92,0.72,0.36,0.34,0.51,0.23600000000000002,0.59,0.13399999999999998,0.67,0.773690476190476,0.617986346909483,0.5288841730049509
--1,-1,0.7,0.86,0.88,0.92,0.7,0.35,0.37999999999999995,0.57,0.256,0.64,0.142,0.71,0.7835238095238095,0.6576214974716089,0.5819268475152912
--1,-1,0.6,0.74,0.82,0.86,0.6,0.3,0.3,0.45,0.204,0.51,0.11599999999999998,0.58,0.6838571428571428,0.5356886314565849,0.45644680388890113
--1,-1,0.68,0.72,0.8,0.88,0.68,0.34,0.31999999999999995,0.48,0.21199999999999997,0.53,0.12199999999999997,0.61,0.7235,0.574039672670996,0.5042195659001409
--1,-1,0.66,0.8,0.88,0.94,0.66,0.33,0.33333333333333326,0.5,0.236,0.59,0.13,0.65,0.7481904761904762,0.5994510567612696,0.521549418650178
--1,-1,0.7,0.86,0.88,0.92,0.7,0.35,0.37999999999999995,0.57,0.256,0.64,0.142,0.71,0.7835238095238095,0.6576214974716089,0.5819268475152912
--1,-1,0.64,0.7,0.8,0.86,0.64,0.32,0.2733333333333333,0.41,0.18799999999999997,0.47,0.10599999999999998,0.53,0.6948571428571426,0.5138837464067723,0.44354016757463266
--1,-1,0.66,0.78,0.8,0.84,0.66,0.33,0.3,0.45,0.204,0.51,0.11199999999999999,0.56,0.7155238095238096,0.5365299670941256,0.4575877480708742
--1,-1,0.58,0.64,0.64,0.68,0.58,0.29,0.25333333333333335,0.38,0.16799999999999998,0.42,0.096,0.48,0.6148571428571429,0.4674556853341825,0.40705063695520854
--1,-1,0.74,0.78,0.84,0.9,0.74,0.37,0.3466666666666666,0.52,0.22799999999999998,0.57,0.12799999999999997,0.64,0.7823333333333333,0.6170582833777524,0.5445187446566021
--1,-1,0.6,0.7,0.8,0.84,0.6,0.3,0.28,0.42,0.19199999999999995,0.48,0.10799999999999998,0.54,0.6709999999999999,0.5110926227018934,0.44247510718231914
--1,-1,0.66,0.76,0.82,0.9,0.66,0.33,0.3133333333333333,0.47,0.21199999999999997,0.53,0.122,0.61,0.7331587301587301,0.570897469212041,0.4884451498736882
--1,-1,0.48,0.62,0.68,0.74,0.48,0.24,0.28,0.42,0.17999999999999997,0.45,0.09799999999999999,0.49,0.5634126984126984,0.4560111093683027,0.40130755551023284
--1,-1,0.74,0.82,0.86,0.88,0.74,0.37,0.36666666666666664,0.55,0.24,0.6,0.132,0.66,0.7918571428571429,0.6366165866323246,0.5675972006224108
--1,-1,0.52,0.62,0.66,0.74,0.52,0.26,0.24666666666666665,0.37,0.16399999999999998,0.41,0.092,0.46,0.5840238095238095,0.4369863506070083,0.37142211292843513
--1,-1,0.66,0.8,0.82,0.9,0.66,0.33,0.3066666666666667,0.46,0.18799999999999997,0.47,0.11399999999999999,0.57,0.7386111111111111,0.5429476399940535,0.44804908578281555
--1,-1,0.46,0.6,0.66,0.78,0.46,0.23,0.26,0.39,0.176,0.44,0.10399999999999998,0.52,0.5547222222222222,0.45661766676516835,0.389670298499331
--1,-1,0.74,0.82,0.84,0.86,0.74,0.37,0.33333333333333326,0.5,0.21599999999999997,0.54,0.12399999999999999,0.62,0.7883333333333334,0.6038529756799117,0.5248449945769594
--1,-1,0.52,0.62,0.64,0.68,0.52,0.26,0.23333333333333336,0.35,0.14800000000000002,0.37,0.08,0.4,0.5784999999999999,0.4083907397898535,0.34877240523636466
--1,-1,0.56,0.64,0.72,0.82,0.56,0.28,0.23333333333333336,0.35,0.15600000000000003,0.39,0.09799999999999999,0.49,0.6222380952380951,0.4508488327340793,0.3626886794313907
--1,-1,0.62,0.74,0.82,0.9,0.62,0.31,0.2866666666666667,0.43,0.204,0.51,0.11599999999999998,0.58,0.7044444444444445,0.534686691533984,0.443534200936931
--1,-1,0.64,0.8,0.82,0.86,0.64,0.32,0.3066666666666667,0.46,0.19999999999999996,0.5,0.10999999999999999,0.55,0.7215555555555556,0.5358878886491945,0.45765435050351483
--1,-1,0.22,0.4,0.46,0.48,0.22,0.11,0.13333333333333333,0.2,0.10000000000000002,0.25,0.05400000000000001,0.27,0.31119047619047624,0.23014653257399137,0.1777250019703437
--1,-1,0.32,0.44,0.5,0.6,0.32,0.16,0.15333333333333332,0.23,0.10400000000000002,0.26,0.068,0.34,0.3987222222222222,0.2929786296297151,0.23217889840248837
--1,-1,0.3,0.42,0.44,0.48,0.3,0.15,0.15999999999999998,0.24,0.10400000000000001,0.26,0.062,0.31,0.3531666666666667,0.2717053948717654,0.22464958403063662

 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
+-1,-1,0.0,0.04,0.04,0.06,0.0,0.0,0.013333333333333332,0.02,0.008,0.02,0.006000000000000001,0.03,0.0225,0.01934264036172708,0.016796853019845195
+-1,-1,0.0,0.02,0.04,0.06,0.0,0.0,0.006666666666666666,0.01,0.008,0.02,0.006000000000000001,0.03,0.012666666666666666,0.014420211918721464,0.010261698714234053

Information-Retrieval_evaluation_NanoMSMARCO_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
--1,-1,0.26,0.52,0.6,0.62,0.26,0.26,0.1733333333333333,0.52,0.12,0.6,0.062,0.62,0.40519047619047627,0.45904886208148177,0.4260102142025637
--1,-1,0.28,0.38,0.42,0.56,0.28,0.28,0.12666666666666665,0.38,0.084,0.42,0.05600000000000001,0.56,0.3516904761904761,0.4001173610020243,0.37336992686291426
--1,-1,0.22,0.42,0.56,0.64,0.22,0.22,0.13999999999999999,0.42,0.11200000000000002,0.56,0.06400000000000002,0.64,0.3573571428571428,0.4253611031601517,0.37029891648053065
--1,-1,0.16,0.3,0.32,0.4,0.16,0.16,0.09999999999999998,0.3,0.064,0.32,0.04000000000000001,0.4,0.24177777777777776,0.2797381138841459,0.25452652172848145
--1,-1,0.3,0.58,0.6,0.68,0.3,0.3,0.19333333333333333,0.58,0.12000000000000002,0.6,0.068,0.68,0.43527777777777776,0.4950369328373354,0.4475531768839056
--1,-1,0.3,0.54,0.62,0.76,0.3,0.3,0.18,0.54,0.124,0.62,0.07600000000000001,0.76,0.4492698412698413,0.5241190384704345,0.45777964902887497
--1,-1,0.32,0.52,0.58,0.7,0.32,0.32,0.1733333333333333,0.52,0.11599999999999999,0.58,0.07,0.7,0.43693650793650785,0.49929515877847647,0.45205401276376506
--1,-1,0.34,0.58,0.7,0.76,0.34,0.34,0.19333333333333333,0.58,0.14,0.7,0.07600000000000001,0.76,0.47455555555555556,0.5436893725288487,0.4851846595537516
--1,-1,0.4,0.66,0.7,0.84,0.4,0.4,0.22,0.66,0.14,0.7,0.08399999999999999,0.84,0.5435714285714286,0.6145655032721914,0.5511791541791541
--1,-1,0.3,0.54,0.62,0.76,0.3,0.3,0.18,0.54,0.124,0.62,0.07600000000000001,0.76,0.4492698412698413,0.5241190384704345,0.45777964902887497
--1,-1,0.32,0.54,0.62,0.74,0.32,0.32,0.18,0.54,0.124,0.62,0.07400000000000001,0.74,0.4499126984126983,0.5189661789845982,0.4616522119994847
--1,-1,0.36,0.58,0.68,0.76,0.36,0.36,0.19333333333333333,0.58,0.136,0.68,0.07600000000000001,0.76,0.48633333333333334,0.5522122196843595,0.4958040190560276
--1,-1,0.46,0.66,0.7,0.82,0.46,0.46,0.22,0.66,0.14,0.7,0.08199999999999999,0.82,0.5842460317460317,0.6411634133079402,0.5911749882485325
--1,-1,0.36,0.54,0.68,0.7,0.36,0.36,0.18,0.54,0.136,0.68,0.07,0.7,0.47755555555555546,0.5320160584932276,0.4909958510880883
--1,-1,0.36,0.5,0.58,0.7,0.36,0.36,0.16666666666666669,0.5,0.11599999999999999,0.58,0.07,0.7,0.46210317460317457,0.518447520928203,0.47571343305416797
--1,-1,0.36,0.54,0.62,0.74,0.36,0.36,0.18,0.54,0.124,0.62,0.07400000000000001,0.74,0.4758571428571428,0.5388909110035328,0.4857996035129028
--1,-1,0.44,0.66,0.78,0.84,0.44,0.44,0.22,0.66,0.156,0.78,0.08399999999999999,0.84,0.5722460317460317,0.6372549665509181,0.5792428237738796
--1,-1,0.32,0.56,0.68,0.74,0.32,0.32,0.18666666666666668,0.56,0.136,0.68,0.07400000000000001,0.74,0.47152380952380946,0.536962042440356,0.4835318212224214
--1,-1,0.32,0.5,0.56,0.72,0.32,0.32,0.16666666666666669,0.5,0.11200000000000002,0.56,0.07200000000000001,0.72,0.4414682539682539,0.5076844979819899,0.4541878759718346
--1,-1,0.32,0.54,0.64,0.72,0.32,0.32,0.18,0.54,0.12800000000000003,0.64,0.07200000000000001,0.72,0.4551666666666666,0.5194788229083886,0.46866687154926134
--1,-1,0.46,0.64,0.78,0.84,0.46,0.46,0.21333333333333332,0.64,0.156,0.78,0.08399999999999999,0.84,0.5809365079365079,0.6436072717719088,0.5875442422678194
--1,-1,0.34,0.6,0.66,0.7,0.34,0.34,0.2,0.6,0.132,0.66,0.07,0.7,0.4747460317460317,0.5303422656736582,0.48845125969077435
--1,-1,0.3,0.5,0.58,0.7,0.3,0.3,0.16666666666666669,0.5,0.11599999999999999,0.58,0.07,0.7,0.4282222222222222,0.49319518919591504,0.44089915437302396
--1,-1,0.36,0.56,0.62,0.7,0.36,0.36,0.18666666666666668,0.56,0.124,0.62,0.07,0.7,0.47305555555555556,0.527653146668366,0.48547129622714985
--1,-1,0.48,0.64,0.76,0.82,0.48,0.48,0.21333333333333332,0.64,0.15200000000000002,0.76,0.08199999999999999,0.82,0.5828809523809524,0.6400452480900176,0.5924298977166624
--1,-1,0.4,0.5,0.58,0.7,0.4,0.4,0.16666666666666669,0.5,0.11600000000000002,0.58,0.07,0.7,0.4768809523809523,0.5288863274905288,0.4889131039012955
--1,-1,0.32,0.5,0.56,0.7,0.32,0.32,0.16666666666666669,0.5,0.11200000000000002,0.56,0.07,0.7,0.43346031746031743,0.4962486706422321,0.4442392404555182
--1,-1,0.32,0.48,0.58,0.66,0.32,0.32,0.15999999999999998,0.48,0.11600000000000002,0.58,0.06600000000000002,0.66,0.42488888888888887,0.4808571378937387,0.43614278352696445
--1,-1,0.36,0.58,0.62,0.74,0.36,0.36,0.19333333333333333,0.58,0.124,0.62,0.07400000000000001,0.74,0.4938809523809524,0.5535516001159795,0.5061900012498142

 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
+-1,-1,0.16,0.28,0.4,0.52,0.16,0.16,0.09333333333333332,0.28,0.08,0.4,0.05200000000000001,0.52,0.2494126984126984,0.3127870991783171,0.2629595470714569
+-1,-1,0.24,0.38,0.44,0.56,0.24,0.24,0.12666666666666665,0.38,0.08800000000000001,0.44,0.056000000000000015,0.56,0.3307460317460317,0.38499264788903953,0.34119905123104344

Information-Retrieval_evaluation_NanoNFCorpus_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
--1,-1,0.32,0.5,0.52,0.64,0.32,0.01260685895239504,0.31333333333333335,0.03463231741620742,0.27599999999999997,0.06850002262294216,0.24399999999999994,0.10851262864104039,0.4212380952380952,0.2703690747449406,0.10029196368651581
--1,-1,0.36,0.46,0.5,0.56,0.36,0.01309333347305052,0.2733333333333333,0.029796345008688278,0.256,0.04461630481223397,0.21799999999999997,0.06880715289816099,0.4221111111111111,0.24206789327168107,0.08443685448289194
--1,-1,0.32,0.46,0.54,0.6,0.32,0.012390714058566699,0.28,0.03091743967375776,0.26,0.0669147297391448,0.222,0.09088305778625912,0.4105238095238095,0.2483348722648785,0.09280425392585814
--1,-1,0.36,0.46,0.46,0.54,0.36,0.01397871707271983,0.3,0.03435945376327838,0.21600000000000003,0.03726142528548906,0.16800000000000004,0.048208769639288225,0.42138888888888887,0.21086706102148342,0.057209731275113765
--1,-1,0.4,0.44,0.5,0.62,0.4,0.03202235376151782,0.3133333333333333,0.050501396728576585,0.312,0.07479533924341909,0.268,0.11100199043980967,0.4450476190476191,0.307499683018853,0.12958379529052644
--1,-1,0.36,0.48,0.5,0.58,0.36,0.030515431849843816,0.32666666666666666,0.053102293373951406,0.29200000000000004,0.06596373325276159,0.264,0.10180141189599459,0.43479365079365073,0.3017216559964908,0.1219166619490478
--1,-1,0.38,0.5,0.6,0.72,0.38,0.013857792729417237,0.3133333333333333,0.053976395496446575,0.3,0.08888025754448707,0.28600000000000003,0.12308809405420085,0.4709365079365079,0.3118912881405269,0.11679455794345621
--1,-1,0.36,0.48,0.6,0.72,0.36,0.0129285725459343,0.32666666666666666,0.052512655860219616,0.308,0.0796960890745353,0.272,0.11712381596009674,0.4538809523809524,0.3005415031427539,0.11622108461238956
--1,-1,0.38,0.48,0.58,0.7,0.38,0.01681361319333024,0.34,0.04074346725041941,0.324,0.061513917267684334,0.27599999999999997,0.1030563220456344,0.46352380952380945,0.3033924461699724,0.1239943445488625
--1,-1,0.36,0.48,0.5,0.58,0.36,0.030515431849843816,0.32666666666666666,0.053102293373951406,0.29200000000000004,0.06596373325276159,0.264,0.10180141189599459,0.43479365079365073,0.3017216559964908,0.1219166619490478
--1,-1,0.38,0.48,0.54,0.7,0.38,0.011233896267011458,0.3066666666666667,0.04214726266623383,0.284,0.059635325594348004,0.26799999999999996,0.11678903376374426,0.45588095238095244,0.2940810450064775,0.104776087762262
--1,-1,0.3,0.44,0.46,0.62,0.3,0.010724742605801047,0.30666666666666664,0.051645539344217166,0.28800000000000003,0.07177145031865442,0.248,0.09955036044056806,0.3834603174603175,0.2718677887737839,0.10716744808325447
--1,-1,0.36,0.44,0.54,0.68,0.36,0.012042417939688611,0.32666666666666666,0.03754698733450304,0.304,0.06199670657274762,0.276,0.09376204671100714,0.4350158730158729,0.29393727583879964,0.11881756020406453
--1,-1,0.42,0.52,0.54,0.68,0.42,0.012648389717147036,0.3533333333333333,0.056059838783781527,0.32,0.07948003809091672,0.29,0.13107825490914807,0.48941269841269835,0.32409105358725754,0.13017293972424723
--1,-1,0.34,0.44,0.5,0.64,0.34,0.011223359167909725,0.29333333333333333,0.029511381922936213,0.284,0.053948334836425464,0.258,0.10731809178150171,0.4215714285714285,0.2824722349410338,0.1001988763213856
--1,-1,0.38,0.46,0.52,0.62,0.38,0.03111726080374699,0.30666666666666664,0.05097531961627039,0.284,0.068361107394409,0.24,0.10220170839954189,0.440547619047619,0.2820706409431257,0.11888875671446743
--1,-1,0.38,0.48,0.52,0.68,0.38,0.013742022682771613,0.33333333333333326,0.03997788459459285,0.31200000000000006,0.05795804846374085,0.274,0.10442618023795515,0.4576507936507936,0.30139427892857057,0.12580736831461
--1,-1,0.38,0.48,0.58,0.68,0.38,0.011456243854594442,0.3533333333333333,0.0593848982223217,0.316,0.07653627352215216,0.28400000000000003,0.12954076759548194,0.4578888888888889,0.31520791828061323,0.12788065409461996
--1,-1,0.34,0.42,0.48,0.6,0.34,0.011303793989200254,0.32666666666666666,0.031244681505305585,0.292,0.04713607047852303,0.234,0.0693992741134154,0.404468253968254,0.2598035673694497,0.08959056587053282
--1,-1,0.32,0.38,0.5,0.56,0.32,0.010995012876071315,0.28,0.02828544592719776,0.27199999999999996,0.06650305246570268,0.23000000000000004,0.08873790175812095,0.3792698412698413,0.25433221795160377,0.09691975523503352
--1,-1,0.38,0.48,0.56,0.7,0.38,0.01687245746538031,0.33333333333333326,0.04124468301356519,0.32,0.06123009468323657,0.278,0.10651046552028522,0.4581269841269841,0.304412503772871,0.1278020171916061
--1,-1,0.36,0.48,0.5,0.64,0.36,0.011117260803746984,0.3133333333333333,0.052618880243359395,0.29200000000000004,0.07334367009403865,0.26199999999999996,0.11778483188857766,0.43522222222222234,0.2943241147857984,0.121057858108288
--1,-1,0.36,0.48,0.5,0.62,0.36,0.012173359206591558,0.3,0.028722229702908417,0.284,0.04538392607412603,0.23399999999999999,0.0669521595133137,0.43173809523809525,0.2590743459873399,0.08094835917197184
--1,-1,0.28,0.4,0.46,0.52,0.28,0.01036110624216468,0.28,0.028442351530705748,0.26,0.04337383907822003,0.22,0.0837990261148129,0.352047619047619,0.24116587806524095,0.08689693851931407
--1,-1,0.4,0.5,0.52,0.68,0.4,0.017742022682771613,0.32666666666666666,0.03845721160970632,0.308,0.05761243256462568,0.28,0.10593372819382191,0.47099206349206346,0.3079420684490383,0.12844798108861205
--1,-1,0.3,0.4,0.44,0.58,0.3,0.010085921966980407,0.2933333333333333,0.04912744159646432,0.264,0.0655486896796778,0.254,0.10879341103727375,0.37952380952380954,0.2772591978276895,0.11286075677221075
--1,-1,0.28,0.36,0.44,0.52,0.28,0.00762732340096496,0.2533333333333333,0.019816584619259624,0.22,0.03367624669598606,0.18400000000000002,0.05015840456430592,0.3462222222222222,0.20599511346356206,0.05604527695647584
--1,-1,0.3,0.34,0.38,0.46,0.3,0.009182715067192638,0.2333333333333333,0.021591876945916175,0.23600000000000002,0.03786557074240558,0.192,0.05247260160447178,0.3329682539682539,0.21217274419325605,0.06598920562380893
--1,-1,0.32,0.42,0.48,0.62,0.32,0.011063725656648505,0.30666666666666664,0.0345691594467178,0.292,0.054117631541498665,0.264,0.0857480993778579,0.40152380952380945,0.2803469764208994,0.10686033632067891

 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
+-1,-1,0.12,0.2,0.28,0.36,0.12,0.0029188903809652693,0.11999999999999998,0.010995408345759761,0.12,0.015539638800349986,0.086,0.021245287220903717,0.18188888888888888,0.09655839286452599,0.024326681480125078
+-1,-1,0.14,0.26,0.3,0.4,0.14,0.013594414607259226,0.14666666666666664,0.031204112032724697,0.12,0.034399880946350755,0.102,0.048633026621001336,0.21519047619047615,0.12466412280546224,0.04569883261960375

Information-Retrieval_evaluation_NanoNQ_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
--1,-1,0.32,0.5,0.6,0.62,0.32,0.3,0.1733333333333333,0.47,0.128,0.58,0.066,0.6,0.4272222222222222,0.4619884812398348,0.42411983365963474
--1,-1,0.24,0.32,0.38,0.44,0.24,0.23,0.10666666666666665,0.3,0.07600000000000001,0.35,0.046,0.42,0.30133333333333334,0.32272214750507383,0.3026672483997021
--1,-1,0.18,0.34,0.4,0.48,0.18,0.16,0.11333333333333333,0.32,0.08,0.37,0.04800000000000001,0.45,0.27455555555555555,0.30483462455030724,0.26647869540792385
--1,-1,0.1,0.12,0.16,0.26,0.1,0.08,0.04,0.09,0.032,0.13,0.026000000000000002,0.23,0.12794444444444442,0.13826388457522362,0.10725400911912068
--1,-1,0.26,0.48,0.52,0.64,0.26,0.24,0.16666666666666663,0.45,0.10800000000000001,0.49,0.066,0.6,0.3892142857142856,0.4279054208986469,0.3750113241088494
--1,-1,0.38,0.52,0.54,0.68,0.38,0.35,0.1733333333333333,0.49,0.11200000000000002,0.52,0.07200000000000001,0.66,0.46857142857142864,0.5017561161582912,0.4585943213547632
--1,-1,0.4,0.6,0.6,0.64,0.4,0.38,0.21333333333333332,0.58,0.128,0.58,0.07,0.63,0.49449999999999994,0.526038841299356,0.5043233378343615
--1,-1,0.44,0.58,0.62,0.68,0.44,0.42,0.20666666666666664,0.56,0.136,0.61,0.07400000000000001,0.67,0.5145555555555554,0.5510065553704148,0.5204251957404381
--1,-1,0.44,0.58,0.68,0.74,0.44,0.41,0.2,0.55,0.14800000000000002,0.66,0.08,0.71,0.5392222222222223,0.5697234660127731,0.529837274877266
--1,-1,0.38,0.52,0.54,0.68,0.38,0.35,0.1733333333333333,0.49,0.11200000000000002,0.52,0.07200000000000001,0.66,0.46857142857142864,0.5017561161582912,0.4585943213547632
--1,-1,0.34,0.54,0.58,0.66,0.34,0.31,0.19333333333333333,0.52,0.12400000000000003,0.56,0.07200000000000001,0.65,0.455388888888889,0.495936841468424,0.45517920150439706
--1,-1,0.44,0.56,0.6,0.66,0.44,0.41,0.19333333333333333,0.53,0.128,0.58,0.07,0.64,0.505079365079365,0.5277371826996979,0.5002333969355556
--1,-1,0.34,0.58,0.66,0.78,0.34,0.32,0.19333333333333333,0.54,0.136,0.62,0.08399999999999999,0.74,0.4830238095238096,0.5340775600556903,0.4703754816157255
--1,-1,0.46,0.6,0.62,0.72,0.46,0.43,0.2133333333333333,0.58,0.136,0.61,0.07800000000000001,0.7,0.5393809523809524,0.5714045958976129,0.538206389483671
--1,-1,0.4,0.54,0.56,0.64,0.4,0.36,0.2,0.53,0.12400000000000003,0.55,0.07,0.63,0.48146825396825393,0.5099996252572562,0.48289978745216106
--1,-1,0.38,0.56,0.6,0.66,0.38,0.35,0.2,0.54,0.128,0.58,0.07,0.64,0.4757142857142857,0.5086947283606115,0.4762724913936289
--1,-1,0.44,0.56,0.64,0.74,0.44,0.4,0.18666666666666665,0.52,0.136,0.61,0.08,0.71,0.5241111111111111,0.5521475000492642,0.5066984355931061
--1,-1,0.42,0.56,0.6,0.74,0.42,0.39,0.2,0.54,0.132,0.59,0.08,0.72,0.5070793650793651,0.5505596490405809,0.50321316661942
--1,-1,0.32,0.48,0.52,0.54,0.32,0.29,0.16666666666666663,0.45,0.10800000000000001,0.49,0.05800000000000001,0.52,0.40852380952380957,0.4230776979752646,0.4024677771121777
--1,-1,0.4,0.58,0.6,0.7,0.4,0.36,0.20666666666666664,0.56,0.128,0.58,0.07400000000000001,0.67,0.5013888888888889,0.5294958669542686,0.48856950315109743
--1,-1,0.42,0.58,0.66,0.76,0.42,0.38,0.19333333333333333,0.54,0.136,0.62,0.08399999999999999,0.74,0.5124126984126984,0.5512960895859668,0.4936325526558866
--1,-1,0.44,0.56,0.64,0.74,0.44,0.41,0.19333333333333333,0.53,0.132,0.61,0.078,0.7,0.523047619047619,0.5519763173860046,0.5093692007660835
--1,-1,0.26,0.38,0.48,0.54,0.26,0.23,0.13333333333333333,0.35,0.1,0.45,0.05600000000000001,0.51,0.34907936507936504,0.3731343310366586,0.33487673362538833
--1,-1,0.42,0.56,0.58,0.7,0.42,0.39,0.19333333333333333,0.53,0.12,0.55,0.07200000000000001,0.66,0.504968253968254,0.5277599639847894,0.4914701525341206
--1,-1,0.44,0.54,0.58,0.74,0.44,0.4,0.18,0.5,0.12000000000000002,0.55,0.08,0.71,0.5175476190476191,0.5461650854185974,0.4993255588964097
--1,-1,0.48,0.56,0.64,0.74,0.48,0.45,0.18666666666666665,0.52,0.132,0.61,0.078,0.7,0.5437222222222222,0.5665139206257088,0.5291425906394946
--1,-1,0.16,0.24,0.34,0.46,0.16,0.15,0.08,0.21,0.07200000000000001,0.31,0.04800000000000001,0.43,0.23007936507936502,0.270588443450765,0.2320519153230238
--1,-1,0.18,0.32,0.38,0.44,0.18,0.16,0.10666666666666666,0.27,0.08,0.34,0.04800000000000001,0.41,0.26499999999999996,0.2871941691091291,0.25519171982710603
--1,-1,0.3,0.4,0.46,0.66,0.3,0.28,0.14,0.38,0.1,0.45,0.07,0.63,0.37967460317460305,0.43269401267448165,0.384163772972507

 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
+-1,-1,0.2,0.36,0.42,0.58,0.2,0.18,0.11999999999999998,0.34,0.08400000000000002,0.4,0.05800000000000001,0.54,0.3047936507936508,0.3488457150840182,0.29595696998994714
+-1,-1,0.2,0.4,0.5,0.58,0.2,0.2,0.13333333333333333,0.39,0.10000000000000002,0.49,0.05800000000000001,0.55,0.3192460317460317,0.3731200792664596,0.3276135546621887

Information-Retrieval_evaluation_NanoQuoraRetrieval_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
--1,-1,0.94,1.0,1.0,1.0,0.94,0.8273333333333334,0.4133333333333333,0.9653333333333333,0.25999999999999995,0.9793333333333334,0.13799999999999998,0.9966666666666666,0.9666666666666667,0.9697624312418531,0.9551233766233765
--1,-1,0.94,0.98,1.0,1.0,0.94,0.8273333333333334,0.40666666666666657,0.9453333333333334,0.264,0.986,0.13799999999999998,0.9966666666666666,0.9616666666666667,0.9649140578691123,0.9493650793650792
--1,-1,0.96,0.98,1.0,1.0,0.96,0.8373333333333332,0.4133333333333333,0.9520000000000001,0.25999999999999995,0.9793333333333334,0.13999999999999999,1.0,0.975,0.9755732089084438,0.9623253968253969
--1,-1,0.88,0.96,0.98,0.98,0.88,0.7573333333333332,0.40666666666666657,0.9313333333333332,0.26399999999999996,0.9686666666666668,0.13799999999999998,0.98,0.9216666666666665,0.933276206466488,0.9143118773946362
--1,-1,0.9,0.98,1.0,1.0,0.9,0.7973333333333333,0.4133333333333333,0.9520000000000001,0.264,0.986,0.13999999999999999,1.0,0.9440000000000001,0.9559704430711728,0.9369603174603175
--1,-1,0.78,0.96,0.96,0.98,0.78,0.684,0.38666666666666655,0.912,0.25199999999999995,0.9393333333333334,0.132,0.97,0.8622222222222223,0.8825493396502728,0.8476349206349206
--1,-1,0.84,0.94,0.98,0.98,0.84,0.7440000000000001,0.38666666666666655,0.8986666666666667,0.25199999999999995,0.956,0.13399999999999998,0.9733333333333334,0.8980000000000001,0.9131522859528636,0.8904040404040404
--1,-1,0.86,0.96,0.96,1.0,0.86,0.7473333333333332,0.4,0.9253333333333333,0.25599999999999995,0.946,0.13999999999999999,1.0,0.9166666666666667,0.9334595728726137,0.9060476190476191
--1,-1,0.62,0.74,0.8,0.82,0.62,0.534,0.27999999999999997,0.6946666666666667,0.19999999999999996,0.7686666666666667,0.10399999999999998,0.792,0.6859999999999999,0.6970906328409394,0.6639803973378142
--1,-1,0.78,0.96,0.96,0.98,0.78,0.684,0.38666666666666655,0.912,0.25199999999999995,0.9393333333333334,0.132,0.97,0.8622222222222223,0.8825493396502728,0.8476349206349206
--1,-1,0.86,0.94,0.96,0.98,0.86,0.7473333333333332,0.38666666666666655,0.8986666666666667,0.24799999999999997,0.9359999999999999,0.132,0.9693333333333334,0.9035238095238095,0.9097423450446698,0.8862189569689569
--1,-1,0.9,0.94,0.94,0.98,0.9,0.7773333333333333,0.3933333333333333,0.9053333333333333,0.25199999999999995,0.9259999999999999,0.13799999999999998,0.98,0.9266666666666667,0.9327482704403738,0.9125860805860806
--1,-1,0.3,0.5,0.54,0.64,0.3,0.26666666666666666,0.18666666666666668,0.45,0.12400000000000003,0.5,0.08,0.5713333333333334,0.41007142857142853,0.43774558398527547,0.39063903744131623
--1,-1,0.8,0.94,0.96,0.96,0.8,0.6973333333333332,0.3933333333333333,0.9053333333333333,0.25599999999999995,0.946,0.13599999999999998,0.96,0.8716666666666666,0.8921034416287797,0.8660860805860807
--1,-1,0.86,0.94,0.96,0.98,0.86,0.7473333333333333,0.38666666666666655,0.8986666666666667,0.25199999999999995,0.9426666666666667,0.132,0.9693333333333334,0.9039999999999999,0.9104874488715865,0.8874039016539015
--1,-1,0.88,0.94,0.96,0.98,0.88,0.7573333333333332,0.3933333333333333,0.9053333333333333,0.25599999999999995,0.946,0.13599999999999998,0.9766666666666666,0.9178571428571428,0.924802963528204,0.9036654456654456
--1,-1,0.5,0.56,0.64,0.76,0.5,0.41400000000000003,0.22,0.498,0.16,0.5953333333333333,0.09599999999999997,0.6953333333333334,0.5637619047619047,0.570826654370078,0.5244784583980484
--1,-1,0.8,0.94,0.96,0.96,0.8,0.6973333333333332,0.4,0.9086666666666667,0.25599999999999995,0.946,0.13399999999999998,0.9566666666666666,0.8683333333333333,0.8877421723995803,0.8623611111111111
--1,-1,0.82,0.92,0.94,0.96,0.82,0.7073333333333334,0.37999999999999995,0.882,0.23999999999999996,0.9126666666666666,0.12799999999999997,0.946,0.8678571428571429,0.877034246688313,0.8502483608158665
--1,-1,0.88,0.94,0.96,0.98,0.88,0.7573333333333333,0.38666666666666655,0.902,0.25199999999999995,0.9393333333333334,0.13399999999999998,0.9733333333333334,0.9111904761904762,0.9171619661571674,0.8950605680868838
--1,-1,0.48,0.56,0.62,0.66,0.48,0.44666666666666666,0.21333333333333335,0.514,0.14400000000000002,0.5673333333333334,0.08199999999999999,0.6213333333333333,0.539079365079365,0.5489572541869099,0.5287672335161302
--1,-1,0.8,0.94,0.94,0.96,0.8,0.6973333333333332,0.4,0.9086666666666667,0.25199999999999995,0.9259999999999999,0.12799999999999997,0.946,0.8655555555555554,0.8793556978310312,0.8572134707397865
--1,-1,0.8,0.9,0.92,0.96,0.8,0.7006666666666667,0.3733333333333333,0.862,0.23199999999999996,0.8886666666666667,0.12799999999999997,0.946,0.8575,0.8709345901262452,0.8417246177735308
--1,-1,0.84,0.9,0.94,0.96,0.84,0.7173333333333332,0.3666666666666666,0.8553333333333333,0.244,0.9159999999999999,0.12999999999999998,0.9493333333333334,0.8805000000000001,0.885075805951598,0.860204365079365
--1,-1,0.3,0.42,0.48,0.52,0.3,0.27,0.15333333333333332,0.38,0.10799999999999998,0.43333333333333335,0.064,0.49,0.37599999999999995,0.3935319981815094,0.3604299964951689
--1,-1,0.76,0.92,0.92,0.94,0.76,0.6673333333333333,0.38666666666666655,0.8853333333333333,0.244,0.9026666666666666,0.12599999999999997,0.9259999999999999,0.8366666666666666,0.8523009715032106,0.8259960317460318
--1,-1,0.66,0.86,0.88,0.9,0.66,0.5906666666666667,0.33333333333333326,0.7913333333333332,0.21999999999999997,0.8320000000000001,0.12199999999999997,0.8859999999999999,0.755,0.7797962943347599,0.7357857919957689
--1,-1,0.76,0.88,0.9,0.9,0.76,0.6706666666666666,0.3399999999999999,0.8206666666666667,0.22399999999999998,0.8553333333333333,0.11599999999999998,0.866,0.825,0.815941966292402,0.788552408190551
--1,-1,0.4,0.56,0.6,0.66,0.4,0.34,0.21333333333333332,0.504,0.14,0.554,0.08199999999999999,0.6246666666666667,0.49016666666666664,0.5056541050648111,0.4628293994392778

 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
+-1,-1,0.58,0.82,0.84,0.88,0.58,0.5206666666666666,0.32,0.7519999999999999,0.204,0.7826666666666666,0.11199999999999999,0.8426666666666668,0.6984444444444443,0.7234901243687714,0.6843854607082449
+-1,-1,0.64,0.74,0.76,0.8,0.64,0.5539999999999999,0.2866666666666667,0.6753333333333333,0.19199999999999995,0.716,0.10599999999999998,0.7793333333333333,0.6965,0.7012017830718481,0.6704263695106392

Information-Retrieval_evaluation_NanoSCIDOCS_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
--1,-1,0.42,0.6,0.72,0.82,0.42,0.08866666666666667,0.33333333333333326,0.20866666666666664,0.272,0.2806666666666667,0.17999999999999997,0.3696666666666666,0.540047619047619,0.36082794471047336,0.2862806075456748
--1,-1,0.42,0.6,0.72,0.8,0.42,0.08700000000000001,0.2933333333333333,0.18100000000000002,0.24800000000000005,0.25666666666666665,0.16399999999999998,0.33666666666666656,0.5280555555555556,0.3309587311349605,0.2571164275500479
--1,-1,0.44,0.66,0.76,0.82,0.44,0.09100000000000001,0.3533333333333333,0.22066666666666668,0.29200000000000004,0.3016666666666667,0.18799999999999997,0.38666666666666655,0.5660238095238094,0.3759831673953289,0.2923958742502536
--1,-1,0.08,0.12,0.16,0.22,0.08,0.016,0.05333333333333333,0.032,0.04800000000000001,0.04800000000000001,0.036000000000000004,0.07200000000000001,0.11455555555555556,0.06679950774858949,0.05001726999817073
--1,-1,0.42,0.7,0.76,0.86,0.42,0.08966666666666667,0.36,0.22266666666666665,0.29600000000000004,0.3036666666666667,0.192,0.39366666666666666,0.5704047619047619,0.38552744702820624,0.3049767879412476
--1,-1,0.48,0.7,0.76,0.86,0.48,0.10066666666666668,0.3666666666666666,0.22666666666666666,0.28400000000000003,0.29366666666666663,0.19,0.38966666666666655,0.613079365079365,0.3897272080691843,0.3046101011521185
--1,-1,0.44,0.78,0.82,0.84,0.44,0.09266666666666666,0.4066666666666666,0.25266666666666665,0.31199999999999994,0.32166666666666666,0.2,0.4096666666666667,0.6133333333333334,0.40673423073840587,0.33110095208367585
--1,-1,0.42,0.72,0.78,0.84,0.42,0.08866666666666667,0.38,0.23566666666666664,0.30800000000000005,0.3176666666666667,0.20199999999999999,0.4136666666666667,0.5726904761904762,0.3971521362424026,0.3218908255251066
--1,-1,0.44,0.66,0.68,0.78,0.44,0.09166666666666667,0.3399999999999999,0.20866666666666664,0.268,0.27266666666666667,0.18,0.36666666666666664,0.5676349206349207,0.3665398991269017,0.2920271971863576
--1,-1,0.48,0.7,0.76,0.86,0.48,0.10066666666666668,0.3666666666666666,0.22666666666666666,0.28400000000000003,0.29366666666666663,0.19,0.38966666666666655,0.613079365079365,0.3897272080691843,0.3046101011521185
--1,-1,0.46,0.72,0.8,0.86,0.46,0.09300000000000001,0.3666666666666666,0.22766666666666666,0.30399999999999994,0.31266666666666665,0.20199999999999999,0.4146666666666667,0.5938571428571428,0.3994804527341234,0.31452466061683987
--1,-1,0.46,0.72,0.76,0.84,0.46,0.09666666666666666,0.3733333333333333,0.23066666666666663,0.29600000000000004,0.3056666666666667,0.19200000000000003,0.39366666666666666,0.5943571428571429,0.38999188991851574,0.31576386899155584
--1,-1,0.4,0.66,0.72,0.78,0.4,0.08200000000000002,0.33333333333333326,0.20466666666666666,0.276,0.2806666666666667,0.16399999999999998,0.3346666666666666,0.54,0.3393609876687623,0.2692967311366639
--1,-1,0.44,0.76,0.86,0.9,0.44,0.09266666666666666,0.37999999999999995,0.23366666666666663,0.316,0.3236666666666666,0.214,0.4396666666666667,0.610690476190476,0.4152650807594178,0.31994213938245786
--1,-1,0.42,0.68,0.74,0.86,0.42,0.085,0.3399999999999999,0.21166666666666664,0.27599999999999997,0.2836666666666667,0.18800000000000006,0.3856666666666666,0.5761666666666668,0.37223534210874404,0.2915419714563916
--1,-1,0.4,0.74,0.74,0.82,0.4,0.08366666666666667,0.3733333333333333,0.23066666666666666,0.28800000000000003,0.29466666666666663,0.18600000000000003,0.3816666666666667,0.5617460317460317,0.37327825028293893,0.2995552093175678
--1,-1,0.44,0.6,0.68,0.76,0.44,0.09266666666666667,0.3066666666666667,0.18866666666666665,0.256,0.26166666666666666,0.16799999999999998,0.3446666666666666,0.5396904761904762,0.34321084720426553,0.274104299877284
--1,-1,0.44,0.68,0.82,0.9,0.44,0.09266666666666667,0.36,0.22166666666666668,0.30400000000000005,0.31166666666666665,0.19599999999999998,0.4006666666666666,0.5951111111111111,0.38993413197417687,0.30747882417131367
--1,-1,0.42,0.72,0.78,0.84,0.42,0.08600000000000002,0.34666666666666657,0.21566666666666667,0.27599999999999997,0.2836666666666667,0.18,0.3686666666666667,0.571579365079365,0.36265976831413305,0.2806483158502371
--1,-1,0.46,0.7,0.74,0.8,0.46,0.09666666666666668,0.33333333333333326,0.20666666666666664,0.276,0.2826666666666667,0.18599999999999997,0.38166666666666665,0.5806666666666667,0.3746688514609652,0.2919508397066463
--1,-1,0.46,0.6,0.66,0.76,0.46,0.09666666666666668,0.31333333333333335,0.19266666666666665,0.264,0.26866666666666666,0.16799999999999998,0.3436666666666666,0.5551904761904762,0.3502034656888579,0.28238523085822703
--1,-1,0.44,0.68,0.72,0.88,0.44,0.09266666666666667,0.3533333333333333,0.21666666666666667,0.28,0.2856666666666667,0.19399999999999995,0.39666666666666656,0.5817936507936508,0.3839901352188253,0.29483854671038273
--1,-1,0.44,0.62,0.7,0.8,0.44,0.09,0.2866666666666667,0.175,0.21999999999999997,0.22399999999999998,0.16400000000000003,0.3356666666666667,0.5561031746031745,0.32838811799960327,0.24434998843859707
--1,-1,0.44,0.66,0.72,0.8,0.44,0.08900000000000001,0.3133333333333333,0.19466666666666665,0.24799999999999997,0.2546666666666667,0.176,0.36066666666666664,0.5596031746031747,0.3500919864968737,0.265638928993131
--1,-1,0.44,0.62,0.64,0.78,0.44,0.09000000000000002,0.3066666666666667,0.18866666666666668,0.24400000000000002,0.24966666666666665,0.17199999999999996,0.35166666666666657,0.5511269841269841,0.34798974362340923,0.2743929281161317
--1,-1,0.42,0.68,0.74,0.88,0.42,0.086,0.33333333333333337,0.20466666666666666,0.276,0.2806666666666667,0.18599999999999997,0.3796666666666666,0.5601507936507936,0.36185978568636756,0.27304447285762495
--1,-1,0.3,0.52,0.62,0.68,0.3,0.06200000000000001,0.24666666666666667,0.1526666666666667,0.184,0.18966666666666665,0.12399999999999999,0.25366666666666665,0.42274603174603165,0.24911508671333984,0.18366741005561685
--1,-1,0.32,0.52,0.62,0.74,0.32,0.065,0.24666666666666667,0.15100000000000002,0.2,0.20299999999999996,0.13399999999999998,0.27099999999999996,0.4523809523809525,0.26631159542784877,0.2025843895854407
--1,-1,0.44,0.64,0.66,0.76,0.44,0.09166666666666667,0.3,0.18466666666666665,0.23199999999999998,0.2366666666666667,0.16599999999999998,0.3386666666666666,0.5394126984126985,0.33192187153614156,0.2526482782229414

 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
+-1,-1,0.16,0.38,0.42,0.6,0.16,0.035666666666666666,0.15333333333333332,0.09766666666666665,0.11600000000000002,0.12166666666666667,0.09799999999999999,0.20166666666666663,0.29457142857142854,0.17783402811268673,0.1311048840899592
+-1,-1,0.22,0.4,0.52,0.66,0.22,0.044000000000000004,0.15999999999999998,0.098,0.14,0.14566666666666667,0.10400000000000001,0.21466666666666664,0.34705555555555556,0.1967244058819425,0.14605831068833375

Information-Retrieval_evaluation_NanoSciFact_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
--1,-1,0.38,0.46,0.5,0.58,0.38,0.345,0.15999999999999998,0.43,0.10800000000000003,0.475,0.068,0.58,0.44026984126984126,0.46384622999765257,0.43257979600699104
--1,-1,0.2,0.28,0.34,0.4,0.2,0.175,0.1,0.24,0.07200000000000001,0.3,0.046000000000000006,0.37,0.2611904761904762,0.2742062576081037,0.25107673217045623
--1,-1,0.22,0.3,0.32,0.38,0.22,0.195,0.12,0.285,0.07600000000000001,0.305,0.044000000000000004,0.365,0.2718333333333333,0.28918208458247957,0.27817432559902106
--1,-1,0.04,0.04,0.06,0.08,0.04,0.04,0.013333333333333332,0.04,0.012000000000000002,0.06,0.008,0.08,0.04722222222222222,0.05463413107474748,0.05219023516020874
--1,-1,0.38,0.6,0.72,0.72,0.38,0.36,0.22666666666666668,0.59,0.16399999999999998,0.715,0.08399999999999999,0.72,0.5036666666666666,0.5587209456576301,0.5077533104150751
--1,-1,0.54,0.62,0.66,0.8,0.54,0.505,0.22,0.605,0.14400000000000002,0.65,0.08999999999999998,0.79,0.6001031746031746,0.6382112529739545,0.593840794361791
--1,-1,0.4,0.58,0.72,0.78,0.4,0.365,0.21333333333333335,0.56,0.16399999999999998,0.71,0.08799999999999997,0.77,0.5201904761904761,0.573675179771537,0.5151451047621822
--1,-1,0.4,0.6,0.66,0.8,0.4,0.365,0.22666666666666668,0.585,0.152,0.65,0.08999999999999998,0.79,0.5277936507936508,0.5889710099074495,0.5300978155031729
--1,-1,0.46,0.6,0.72,0.76,0.46,0.425,0.22666666666666666,0.585,0.16,0.705,0.08799999999999997,0.76,0.5546666666666666,0.6032685330554917,0.5605182915192616
--1,-1,0.54,0.62,0.66,0.8,0.54,0.505,0.22,0.605,0.14400000000000002,0.65,0.08999999999999998,0.79,0.6001031746031746,0.6382112529739545,0.593840794361791
--1,-1,0.38,0.54,0.62,0.74,0.38,0.345,0.2,0.52,0.14800000000000002,0.62,0.08599999999999998,0.74,0.4878571428571428,0.5440328377449428,0.48486997199946447
--1,-1,0.42,0.58,0.66,0.76,0.42,0.375,0.21333333333333332,0.555,0.14800000000000002,0.64,0.08799999999999997,0.76,0.5227698412698413,0.5706149798130189,0.5113604476415934
--1,-1,0.26,0.38,0.44,0.52,0.26,0.235,0.14,0.37,0.10400000000000001,0.44,0.06,0.51,0.3300793650793651,0.37019203729909433,0.3326015159438223
--1,-1,0.5,0.7,0.78,0.82,0.5,0.465,0.25333333333333335,0.68,0.17199999999999996,0.765,0.09399999999999999,0.82,0.6146666666666666,0.6639783607633354,0.6124356057552656
--1,-1,0.38,0.54,0.64,0.72,0.38,0.345,0.2,0.52,0.14800000000000002,0.63,0.08399999999999999,0.72,0.48566666666666664,0.5367853689811245,0.4818779327708432
--1,-1,0.44,0.52,0.64,0.76,0.44,0.395,0.19999999999999996,0.505,0.14800000000000002,0.63,0.08799999999999997,0.76,0.5196349206349207,0.5685653011302502,0.5124550933292352
--1,-1,0.44,0.62,0.68,0.7,0.44,0.405,0.22666666666666668,0.6,0.15600000000000003,0.67,0.08,0.69,0.526,0.5622436797835252,0.5251772893772894
--1,-1,0.52,0.68,0.76,0.8,0.52,0.485,0.24666666666666665,0.67,0.16799999999999998,0.745,0.09,0.79,0.6094999999999999,0.6512776755394104,0.6097706802838382
--1,-1,0.34,0.5,0.6,0.64,0.34,0.305,0.18,0.47,0.14,0.59,0.07400000000000001,0.63,0.43969047619047613,0.4774008181239152,0.434487015231779
--1,-1,0.4,0.52,0.58,0.68,0.4,0.355,0.19333333333333333,0.495,0.136,0.57,0.08,0.68,0.4829365079365079,0.5213214878209026,0.47407253898671803
--1,-1,0.38,0.46,0.54,0.56,0.38,0.345,0.15999999999999998,0.43,0.12399999999999999,0.52,0.064,0.54,0.4325555555555555,0.4484758215930127,0.42353656705038156
--1,-1,0.46,0.54,0.64,0.74,0.46,0.415,0.2,0.52,0.14400000000000002,0.625,0.08599999999999998,0.74,0.5398333333333334,0.5798929270624772,0.5303142135642136
--1,-1,0.3,0.5,0.52,0.62,0.3,0.265,0.1733333333333333,0.46,0.11600000000000002,0.495,0.07,0.6,0.4002698412698413,0.43558334687061145,0.3861669168464833
--1,-1,0.32,0.46,0.54,0.6,0.32,0.285,0.16666666666666663,0.425,0.12,0.51,0.068,0.58,0.4111904761904762,0.44050270090049004,0.3979953927287097
--1,-1,0.3,0.38,0.48,0.62,0.3,0.275,0.14,0.36,0.11599999999999999,0.48,0.072,0.61,0.3779365079365079,0.4306881810730937,0.3879679351651706
--1,-1,0.4,0.58,0.6,0.68,0.4,0.365,0.20666666666666667,0.55,0.136,0.585,0.08,0.68,0.4854365079365079,0.5274088907988027,0.48259124222369904
--1,-1,0.22,0.36,0.4,0.42,0.22,0.175,0.13333333333333333,0.325,0.08800000000000001,0.365,0.04800000000000001,0.39,0.2948333333333334,0.3014360438665029,0.27433970820890596
--1,-1,0.36,0.44,0.48,0.52,0.36,0.325,0.15999999999999998,0.41,0.11199999999999999,0.46,0.06,0.5,0.41519047619047617,0.42550819057687206,0.40042219817219815
--1,-1,0.38,0.4,0.46,0.54,0.38,0.345,0.13999999999999999,0.37,0.10799999999999998,0.44,0.066,0.54,0.4140555555555555,0.43496188784855333,0.407258225795856

 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
+-1,-1,0.02,0.04,0.06,0.12,0.02,0.02,0.013333333333333332,0.025,0.012000000000000002,0.045,0.013999999999999999,0.09,0.03844444444444445,0.04832365289646013,0.048732825667632367
+-1,-1,0.04,0.08,0.12,0.2,0.04,0.04,0.026666666666666665,0.065,0.024000000000000004,0.095,0.022000000000000002,0.18,0.07412698412698412,0.09642182769273433,0.07900009439847851

Information-Retrieval_evaluation_NanoTouche2020_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
--1,-1,0.46938775510204084,0.8367346938775511,0.9387755102040817,1.0,0.46938775510204084,0.032657982947973084,0.44897959183673464,0.09621881460341672,0.42040816326530606,0.1425551052100505,0.3346938775510204,0.22061476067159091,0.6573129251700679,0.3807140713282222,0.2698119698398041
--1,-1,0.40816326530612246,0.7142857142857143,0.8367346938775511,0.9387755102040817,0.40816326530612246,0.026947689355902065,0.3945578231292517,0.08175620968668966,0.3591836734693878,0.11912284095947995,0.3142857142857143,0.20232769620294389,0.584402332361516,0.3489871366097425,0.24268590817987387
--1,-1,0.46938775510204084,0.6530612244897959,0.8163265306122449,0.9591836734693877,0.46938775510204084,0.03304169886606065,0.4081632653061224,0.08663742657609082,0.3877551020408163,0.13074375193904886,0.34285714285714286,0.2206088169640079,0.6090055069646906,0.38115064093925494,0.2635297595122428
--1,-1,0.46938775510204084,0.6122448979591837,0.7551020408163265,0.8367346938775511,0.46938775510204084,0.029967789586946174,0.3877551020408163,0.07899086583034419,0.34285714285714286,0.1145453187901327,0.2571428571428571,0.1620299103683396,0.5828150307742144,0.3055639570909958,0.21233991925394913
--1,-1,0.5510204081632653,0.8367346938775511,0.8367346938775511,0.9183673469387755,0.5510204081632653,0.04085691783279971,0.4693877551020407,0.09967309498022202,0.43673469387755104,0.15501374406824417,0.3673469387755102,0.2504351518857603,0.6785714285714286,0.4178263461512225,0.3114722317254114
--1,-1,0.6122448979591837,0.8571428571428571,0.8979591836734694,0.9795918367346939,0.6122448979591837,0.043705129501604836,0.5238095238095237,0.11031797659129942,0.4938775510204082,0.17345441344231938,0.4244897959183674,0.2815723086367974,0.7416909620991253,0.4795373021012585,0.3603450939734296
--1,-1,0.5102040816326531,0.8163265306122449,0.9183673469387755,0.9387755102040817,0.5102040816326531,0.03897252093355478,0.5306122448979592,0.11617830784156352,0.4857142857142858,0.16808387137068914,0.40204081632653066,0.2667952262251305,0.6756802721088435,0.4535107828147836,0.3458940792300294
--1,-1,0.5918367346938775,0.8775510204081632,0.9183673469387755,0.9795918367346939,0.5918367346938775,0.043240954475539835,0.5714285714285714,0.12058213731748707,0.5061224489795918,0.17533208842326845,0.40204081632653066,0.27009385945305586,0.7319403952057012,0.46620386185733503,0.35203423103073495
--1,-1,0.3673469387755102,0.6122448979591837,0.7142857142857143,0.8775510204081632,0.3673469387755102,0.024212021015214132,0.37414965986394555,0.08162665330611087,0.3591836734693878,0.13177220352331262,0.32653061224489793,0.22215294753327844,0.5311710398445092,0.3519610734020011,0.2779260455648824
--1,-1,0.6122448979591837,0.8571428571428571,0.8979591836734694,0.9795918367346939,0.6122448979591837,0.043705129501604836,0.5238095238095237,0.11031797659129942,0.4938775510204082,0.17345441344231938,0.4244897959183674,0.2815723086367974,0.7416909620991253,0.4795373021012585,0.3603450939734296
--1,-1,0.6122448979591837,0.7755102040816326,0.8571428571428571,0.9591836734693877,0.6122448979591837,0.043928047100065336,0.5306122448979592,0.11774847500840988,0.4612244897959184,0.16732923025674679,0.40816326530612246,0.27365276734194555,0.7235260770975058,0.4644033501615293,0.34920941098085173
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 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
+-1,-1,0.10204081632653061,0.1836734693877551,0.3469387755102041,0.4897959183673469,0.10204081632653061,0.004037585569540457,0.06802721088435373,0.009683620207171733,0.08163265306122448,0.01988219552025967,0.0653061224489796,0.0381138118321127,0.18743926141885323,0.07108495919268427,0.02810759948511094
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NanoBEIR_evaluation_mean_results.csv CHANGED Viewed

@@ -1,30 +1,3 @@
 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
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 {
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eval/Information-Retrieval_evaluation_NanoNQ_results.csv CHANGED Viewed

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 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
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