radoslavralev commited on 25 days ago

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f786998

verified ·

1 Parent(s): 320562e

Training in progress, step 703

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Information-Retrieval_evaluation_BeIR-touche2020-subset-test_results.csv +2 -30
Information-Retrieval_evaluation_NanoArguAna_results.csv +2 -30
Information-Retrieval_evaluation_NanoClimateFEVER_results.csv +2 -30
Information-Retrieval_evaluation_NanoDBPedia_results.csv +2 -30
Information-Retrieval_evaluation_NanoFEVER_results.csv +2 -30
Information-Retrieval_evaluation_NanoFiQA2018_results.csv +2 -30
Information-Retrieval_evaluation_NanoHotpotQA_results.csv +2 -30
Information-Retrieval_evaluation_NanoMSMARCO_results.csv +2 -30
Information-Retrieval_evaluation_NanoNFCorpus_results.csv +2 -30
Information-Retrieval_evaluation_NanoNQ_results.csv +2 -30
Information-Retrieval_evaluation_NanoQuoraRetrieval_results.csv +2 -30
Information-Retrieval_evaluation_NanoSCIDOCS_results.csv +2 -30
Information-Retrieval_evaluation_NanoSciFact_results.csv +2 -30
Information-Retrieval_evaluation_NanoTouche2020_results.csv +2 -30
NanoBEIR_evaluation_mean_results.csv +2 -30
config.json +36 -15
eval/Information-Retrieval_evaluation_NanoMSMARCO_results.csv +35 -367
eval/Information-Retrieval_evaluation_NanoNQ_results.csv +35 -367
eval/NanoBEIR_evaluation_mean_results.csv +35 -367
final_metrics.json +222 -222
model.safetensors +2 -2
special_tokens_map.json +1 -1
tokenizer.json +2 -2
tokenizer_config.json +900 -20
training_args.bin +1 -1

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

@@ -1,31 +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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 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

@@ -1,31 +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,-1,0.14,0.32,0.42,0.6,0.14,0.14,0.10666666666666666,0.32,0.084,0.42,0.06000000000000001,0.6,0.2737619047619047,0.3511790392551435,0.2882673533302593
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--1,-1,0.18,0.38,0.46,0.62,0.18,0.18,0.12666666666666665,0.38,0.09200000000000001,0.46,0.06200000000000001,0.62,0.3023571428571429,0.37737911678224656,0.31860599951297625
--1,-1,0.16,0.32,0.46,0.58,0.16,0.16,0.10666666666666665,0.32,0.09200000000000001,0.46,0.05800000000000001,0.58,0.27930158730158733,0.35036136397886936,0.2877173236914648
--1,-1,0.14,0.34,0.4,0.62,0.14,0.14,0.11333333333333333,0.34,0.08,0.4,0.06200000000000001,0.62,0.26870634920634917,0.3506272584454013,0.27560115633458054
--1,-1,0.18,0.42,0.64,0.76,0.18,0.18,0.13999999999999999,0.42,0.128,0.64,0.07600000000000001,0.76,0.3555238095238094,0.45237219406712115,0.36433675255056835

 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,-1,0.1,0.26,0.34,0.42,0.1,0.1,0.08666666666666666,0.26,0.068,0.34,0.04200000000000001,0.42,0.2011349206349206,0.2534299090698328,0.21380752560014493
+-1,-1,0.14,0.3,0.4,0.62,0.14,0.14,0.09999999999999998,0.3,0.08,0.4,0.06200000000000001,0.62,0.25911904761904764,0.3436806231718081,0.27104075591918003

Information-Retrieval_evaluation_NanoClimateFEVER_results.csv CHANGED Viewed

@@ -1,31 +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,-1,0.14,0.32,0.48,0.62,0.14,0.05833333333333333,0.12,0.155,0.10400000000000002,0.22066666666666668,0.07400000000000001,0.30733333333333335,0.27213492063492056,0.215125793679731,0.15431110143807805
--1,-1,0.16,0.36,0.48,0.64,0.16,0.065,0.13333333333333333,0.16833333333333333,0.10800000000000001,0.22733333333333333,0.08,0.324,0.29307936507936505,0.2294427048319237,0.16280085359027777
--1,-1,0.14,0.32,0.44,0.64,0.14,0.045,0.10666666666666666,0.16,0.09600000000000002,0.20566666666666664,0.078,0.32466666666666666,0.2638253968253968,0.21204309717908137,0.14474101387825505
--1,-1,0.22,0.46,0.6,0.7,0.22,0.08833333333333332,0.16,0.20233333333333334,0.14,0.2773333333333333,0.09399999999999999,0.35533333333333333,0.36027777777777764,0.27100297156270264,0.19795821625610546
--1,-1,0.3,0.48,0.58,0.74,0.3,0.14,0.15999999999999998,0.21166666666666664,0.12000000000000002,0.25666666666666665,0.088,0.374,0.42454761904761895,0.2996177731680284,0.2265281691898656
--1,-1,0.26,0.46,0.54,0.68,0.26,0.11333333333333333,0.1733333333333333,0.22399999999999998,0.12,0.24566666666666667,0.08399999999999999,0.354,0.38572222222222213,0.27976158807790524,0.21496396253254116
--1,-1,0.28,0.42,0.5,0.64,0.28,0.12666666666666665,0.15333333333333332,0.1973333333333333,0.11600000000000002,0.2606666666666666,0.07400000000000001,0.3123333333333333,0.37093650793650795,0.26290792445639205,0.2087000001335581
--1,-1,0.26,0.46,0.54,0.66,0.26,0.11333333333333333,0.16,0.22733333333333333,0.11600000000000002,0.25566666666666665,0.078,0.33399999999999996,0.3836349206349206,0.27327833254097583,0.21034773466212264
--1,-1,0.24,0.4,0.5,0.64,0.24,0.10833333333333332,0.13999999999999999,0.19566666666666666,0.11199999999999999,0.2573333333333333,0.08,0.33899999999999997,0.3442777777777778,0.26136153314966504,0.19758289583526598
--1,-1,0.28,0.4,0.58,0.68,0.28,0.13499999999999998,0.14666666666666667,0.21,0.132,0.294,0.08399999999999999,0.35200000000000004,0.38588095238095227,0.29076885639822775,0.2284985743248978
--1,-1,0.28,0.42,0.5,0.64,0.28,0.12666666666666665,0.15333333333333332,0.1973333333333333,0.11600000000000002,0.2606666666666666,0.07400000000000001,0.3123333333333333,0.37093650793650795,0.26290792445639205,0.2087000001335581
--1,-1,0.24,0.42,0.5,0.6,0.24,0.10833333333333332,0.14,0.21166666666666667,0.11200000000000002,0.25566666666666665,0.07600000000000001,0.3256666666666666,0.3523015873015873,0.26169135089091966,0.2002316017159792
--1,-1,0.26,0.38,0.48,0.64,0.26,0.11833333333333332,0.13333333333333333,0.19666666666666668,0.1,0.245,0.07600000000000001,0.33233333333333337,0.35035714285714287,0.2597356124900003,0.19912686876290914
--1,-1,0.26,0.44,0.5,0.6,0.26,0.12833333333333333,0.16,0.20833333333333331,0.10800000000000001,0.24833333333333332,0.07200000000000001,0.30666666666666664,0.36385714285714293,0.25998905475164286,0.20666022782487656
--1,-1,0.26,0.46,0.6,0.7,0.26,0.12166666666666666,0.15333333333333332,0.2133333333333333,0.14,0.304,0.08199999999999999,0.3423333333333333,0.3874682539682539,0.2801339129576084,0.21256664680077983
--1,-1,0.22,0.44,0.48,0.64,0.22,0.10166666666666666,0.14666666666666664,0.21566666666666667,0.11200000000000002,0.25733333333333336,0.078,0.32899999999999996,0.3574365079365079,0.26550778733900804,0.20234399193987151
--1,-1,0.22,0.44,0.52,0.62,0.22,0.10166666666666666,0.14666666666666664,0.22166666666666665,0.12000000000000002,0.2723333333333333,0.07800000000000001,0.33899999999999997,0.34035714285714286,0.26147069275043155,0.1981781964878655
--1,-1,0.28,0.5,0.58,0.68,0.28,0.11833333333333335,0.1733333333333333,0.22833333333333333,0.12,0.2633333333333333,0.078,0.34,0.40621428571428564,0.2808903614305741,0.22360631242088647
--1,-1,0.28,0.5,0.64,0.7,0.28,0.12333333333333332,0.18666666666666665,0.24333333333333332,0.14800000000000002,0.31566666666666665,0.08199999999999999,0.3423333333333333,0.41155555555555556,0.2907447124874634,0.22664092730177512
--1,-1,0.26,0.36,0.44,0.52,0.26,0.14166666666666666,0.12,0.19,0.092,0.22333333333333336,0.062,0.2723333333333333,0.33557936507936503,0.2436767141441193,0.20217806834795687
--1,-1,0.22,0.42,0.5,0.58,0.22,0.10166666666666666,0.14,0.21166666666666667,0.10400000000000001,0.249,0.064,0.29233333333333333,0.3245238095238095,0.23431320371561973,0.18377954763218682
--1,-1,0.28,0.5,0.6,0.68,0.28,0.11833333333333335,0.1733333333333333,0.22833333333333333,0.124,0.2833333333333333,0.078,0.34,0.40969047619047616,0.28257298906491196,0.2262976135776711
--1,-1,0.22,0.44,0.54,0.62,0.22,0.09166666666666666,0.14666666666666664,0.18733333333333335,0.124,0.2806666666666666,0.07400000000000001,0.31633333333333336,0.34280158730158733,0.24867186912988365,0.1870382310714666
--1,-1,0.16,0.36,0.46,0.52,0.16,0.095,0.12,0.19166666666666665,0.09200000000000001,0.21566666666666667,0.05600000000000001,0.25066666666666665,0.2785555555555555,0.20771869097840734,0.16609214397302466
--1,-1,0.2,0.38,0.46,0.54,0.2,0.09,0.12666666666666665,0.18666666666666668,0.09600000000000002,0.23666666666666664,0.05800000000000001,0.2656666666666666,0.3038888888888889,0.21617293027091072,0.16828448758543282
--1,-1,0.3,0.48,0.56,0.66,0.3,0.12333333333333334,0.15999999999999998,0.21166666666666664,0.11600000000000002,0.2533333333333333,0.078,0.325,0.406079365079365,0.2735257041147495,0.21801163753351321
--1,-1,0.24,0.4,0.46,0.56,0.24,0.09233333333333332,0.13333333333333333,0.174,0.1,0.22066666666666668,0.064,0.27899999999999997,0.33938095238095245,0.2283726062129329,0.17414775290079157
--1,-1,0.2,0.36,0.44,0.52,0.2,0.09666666666666666,0.12,0.18666666666666665,0.09600000000000002,0.22333333333333333,0.05800000000000001,0.25066666666666665,0.2982777777777778,0.21081742694280883,0.1588058045302915
--1,-1,0.12,0.28,0.34,0.46,0.12,0.045,0.09333333333333332,0.135,0.07200000000000001,0.16333333333333333,0.05200000000000001,0.21233333333333332,0.21904761904761907,0.16040792980376264,0.1157888245644386
--1,-1,0.28,0.46,0.54,0.66,0.28,0.135,0.15333333333333332,0.22,0.12,0.27333333333333326,0.07800000000000001,0.34,0.3939126984126984,0.28338144437677104,0.22238406026429408

 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,-1,0.1,0.16,0.24,0.34,0.1,0.035,0.06,0.07833333333333332,0.055999999999999994,0.12833333333333333,0.038000000000000006,0.17066666666666666,0.16352380952380954,0.12369173676503005,0.09670104369812861
+-1,-1,0.12,0.2,0.26,0.34,0.12,0.05333333333333333,0.07333333333333332,0.1,0.05600000000000001,0.12666666666666665,0.04,0.174,0.17807936507936512,0.13384210992220552,0.10554700952655587

Information-Retrieval_evaluation_NanoDBPedia_results.csv CHANGED Viewed

@@ -1,31 +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,-1,0.62,0.84,0.88,0.88,0.62,0.05039842070870112,0.4933333333333333,0.13002690694209756,0.44,0.18830365543570443,0.37199999999999994,0.2679047211992138,0.7323333333333334,0.46809379506385207,0.33243413363446367
--1,-1,0.62,0.88,0.88,0.92,0.62,0.05555943765785367,0.5333333333333333,0.1481372917775047,0.4520000000000001,0.18137838438649062,0.36999999999999994,0.275636397020413,0.7516666666666667,0.47986150263461336,0.34407679064334623
--1,-1,0.66,0.8,0.88,0.94,0.66,0.08297528330645793,0.5066666666666666,0.13192202199116082,0.452,0.18621714021742997,0.3600000000000001,0.26767217124827153,0.7455555555555554,0.47954581638908067,0.3384784133984431
--1,-1,0.62,0.78,0.8,0.86,0.62,0.06860927975997193,0.46666666666666673,0.15127179160162219,0.38,0.17617407265112206,0.3440000000000001,0.24400228188087705,0.7023015873015873,0.44949627395332054,0.29824339995738325
--1,-1,0.64,0.78,0.86,0.94,0.64,0.07199232876100338,0.5066666666666666,0.14747486476088534,0.44,0.1913989683987657,0.36200000000000004,0.2742771404552993,0.7405476190476192,0.4805422620845781,0.36212701934169245
--1,-1,0.66,0.82,0.82,0.92,0.66,0.06627410331361128,0.52,0.11642203144818641,0.47600000000000003,0.15939271926389856,0.43399999999999994,0.3058404280353589,0.7509126984126984,0.5289804187032126,0.3568883864355294
--1,-1,0.64,0.82,0.86,0.9,0.64,0.06869625936429839,0.4799999999999999,0.12411529604858355,0.4159999999999999,0.1649095059218987,0.366,0.25973433711392624,0.7323809523809526,0.4696471920704787,0.31155113021441067
--1,-1,0.7,0.84,0.88,0.96,0.7,0.05617827690815805,0.5266666666666666,0.13531139732706876,0.46800000000000014,0.17671248748276733,0.37400000000000005,0.2816880137027782,0.7866904761904762,0.4900946959983428,0.32701037668306887
--1,-1,0.7,0.86,0.9,0.94,0.7,0.07744060964678427,0.5333333333333333,0.13432808008201974,0.4640000000000001,0.1886309205749346,0.36200000000000004,0.26436977888944535,0.7786666666666667,0.4822270933552821,0.3308160981806389
--1,-1,0.68,0.84,0.9,0.96,0.68,0.05716747444864907,0.5466666666666667,0.1337308951341992,0.452,0.17566784068129068,0.37200000000000005,0.2632314620490831,0.7753333333333333,0.4849472222283775,0.3229143949554386
--1,-1,0.64,0.82,0.86,0.9,0.64,0.06869625936429839,0.4799999999999999,0.12411529604858355,0.4159999999999999,0.1649095059218987,0.366,0.25973433711392624,0.7323809523809526,0.4696471920704787,0.31155113021441067
--1,-1,0.64,0.86,0.9,0.94,0.64,0.06357468346770019,0.5599999999999999,0.13735963585112515,0.4720000000000001,0.166831656051438,0.37999999999999995,0.26420780996847976,0.7535555555555556,0.48911555700232834,0.3157231020691947
--1,-1,0.72,0.8,0.86,0.9,0.72,0.07990956569074031,0.5066666666666667,0.12427443036804395,0.44000000000000006,0.176211764533603,0.36,0.25508369769032824,0.7687142857142858,0.47532130358855035,0.3181857187430439
--1,-1,0.7,0.8,0.88,0.94,0.7,0.058651231644270684,0.5066666666666666,0.12458390064344982,0.44799999999999995,0.1793272429914556,0.38800000000000007,0.2671162461344793,0.7689126984126986,0.4907100155341629,0.30999428874199997
--1,-1,0.68,0.88,0.88,0.94,0.68,0.08099439752557214,0.54,0.15738919668281026,0.4600000000000001,0.1929320860686207,0.376,0.26471074088064933,0.7704126984126985,0.49317214853027896,0.32739141017223533
--1,-1,0.7,0.86,0.94,0.94,0.7,0.08664286528588201,0.5533333333333332,0.1561215406130299,0.48400000000000004,0.1992182265262437,0.374,0.2641148230149855,0.7780000000000002,0.49750673218880564,0.3256955597424358
--1,-1,0.76,0.86,0.86,0.94,0.76,0.08063316412620315,0.5266666666666666,0.14548790439401796,0.44400000000000006,0.18155499933794458,0.36800000000000005,0.25981708633550893,0.8098571428571429,0.49239230047602567,0.32859171288950245
--1,-1,0.72,0.86,0.9,0.94,0.72,0.059622019903194524,0.54,0.14445602791486953,0.468,0.1935947024951166,0.3940000000000001,0.2762600742290385,0.7943333333333333,0.504599041585888,0.32904250829639836
--1,-1,0.72,0.88,0.88,0.94,0.72,0.0837828590640337,0.5533333333333333,0.16110714540075896,0.4600000000000001,0.19518511267382124,0.386,0.2697616826690356,0.7983333333333335,0.5084374485621219,0.3354481672493977
--1,-1,0.56,0.8,0.86,0.9,0.56,0.057167885222086164,0.5,0.12515612374824867,0.44,0.1822183603452181,0.35,0.24167414201200188,0.6821904761904762,0.4445153910998771,0.276586633736675
--1,-1,0.68,0.8,0.88,0.92,0.68,0.07428456569074031,0.5000000000000001,0.1201732705037262,0.42400000000000004,0.17661435933970654,0.342,0.2527283441793526,0.7490000000000001,0.45419579960766726,0.29418332563441385
--1,-1,0.72,0.86,0.9,0.94,0.72,0.059622019903194524,0.5466666666666667,0.14491057336941499,0.46799999999999997,0.19343877733919143,0.392,0.2757195336884979,0.7943333333333333,0.5038246811320574,0.32871909547669614
--1,-1,0.68,0.82,0.86,0.92,0.68,0.07441313396154997,0.49333333333333335,0.1438803627465947,0.42800000000000005,0.1776655433984638,0.37200000000000005,0.26087442579350345,0.7565714285714287,0.4816129453640303,0.31002331282450685
--1,-1,0.5,0.76,0.84,0.9,0.5,0.053658269837470775,0.48,0.12026250374497954,0.42400000000000004,0.15367410972243642,0.33399999999999996,0.23559122896232249,0.6469999999999999,0.4221930580140474,0.2547954478342057
--1,-1,0.6,0.76,0.82,0.88,0.6,0.06888056628544742,0.46,0.11839185708955416,0.4040000000000001,0.1452356141513428,0.336,0.238350192919226,0.6931904761904762,0.43317983055501846,0.2740312909587234
--1,-1,0.7,0.88,0.9,0.94,0.7,0.05885278913396376,0.5533333333333332,0.1651324985031048,0.46399999999999997,0.1937322996063979,0.398,0.278801784770749,0.7872222222222223,0.5090931324148577,0.32792556078063057
--1,-1,0.58,0.76,0.88,0.92,0.58,0.06197705417764409,0.46666666666666673,0.12223781146808171,0.42,0.16808655070985257,0.364,0.2608995958885433,0.6831904761904761,0.4521290486102402,0.2791787003737884
--1,-1,0.56,0.76,0.8,0.84,0.56,0.06305644917448822,0.44666666666666655,0.11033814368743995,0.38799999999999996,0.13941538238120654,0.298,0.1964090170226854,0.6633333333333334,0.3918332043853243,0.2243420614945729
--1,-1,0.58,0.74,0.78,0.84,0.58,0.06598315019086314,0.45333333333333337,0.10843063762705242,0.4000000000000001,0.15581798538941904,0.32,0.20742534144824354,0.6666904761904761,0.41184197992752836,0.2310290964957692
--1,-1,0.68,0.76,0.82,0.88,0.68,0.07590443677247581,0.5066666666666666,0.12514830698077772,0.42800000000000005,0.15053707249097306,0.34800000000000003,0.21568068485703612,0.7431904761904762,0.4535131708748248,0.2768599964392992

 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,-1,0.46,0.64,0.64,0.7,0.46,0.02637286210905325,0.39333333333333337,0.06577499602575822,0.3560000000000001,0.08979413346298669,0.306,0.15439231757507207,0.5466666666666666,0.3508348771634835,0.20854533109942788
+-1,-1,0.4,0.68,0.68,0.78,0.4,0.04800970591726372,0.37333333333333335,0.09397129258149509,0.364,0.12488380159191971,0.308,0.1849754146564337,0.5418571428571428,0.36844300198388835,0.2438795951691565

Information-Retrieval_evaluation_NanoFEVER_results.csv CHANGED Viewed

@@ -1,31 +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,-1,0.62,0.88,0.94,0.96,0.62,0.5966666666666667,0.30666666666666664,0.8433333333333333,0.19599999999999995,0.8933333333333333,0.09999999999999998,0.9133333333333333,0.753,0.7821095700854137,0.7330432132878941
--1,-1,0.66,0.88,0.96,0.96,0.66,0.6166666666666667,0.30666666666666664,0.8433333333333333,0.19999999999999996,0.9133333333333333,0.10199999999999998,0.9233333333333333,0.7746666666666665,0.7961955186616387,0.7447141206675224
--1,-1,0.68,0.82,0.9,0.98,0.68,0.6266666666666666,0.2733333333333333,0.7666666666666666,0.184,0.8566666666666666,0.10199999999999998,0.9366666666666668,0.7662142857142856,0.7818312375608406,0.7224012782296027
--1,-1,0.52,0.72,0.84,0.88,0.52,0.4766666666666666,0.24,0.6666666666666665,0.16799999999999998,0.7766666666666666,0.08999999999999998,0.8266666666666665,0.6436666666666666,0.6634594414247748,0.6012499566107813
--1,-1,0.8,0.92,1.0,1.0,0.8,0.7466666666666666,0.32,0.8733333333333333,0.20799999999999996,0.9533333333333333,0.10399999999999998,0.9533333333333333,0.8633333333333334,0.8636946517336189,0.8214285714285714
--1,-1,0.74,0.92,0.96,0.98,0.74,0.7066666666666666,0.31999999999999995,0.8933333333333333,0.2,0.9233333333333333,0.102,0.9333333333333332,0.827888888888889,0.8438436032323271,0.8073304093567252
--1,-1,0.8,0.96,0.96,0.98,0.8,0.7566666666666667,0.32666666666666666,0.9066666666666667,0.19599999999999995,0.9066666666666667,0.09999999999999998,0.9266666666666667,0.8728571428571429,0.862302442184373,0.827208000215349
--1,-1,0.7,0.94,0.94,0.94,0.7,0.6466666666666666,0.3133333333333333,0.8766666666666667,0.19199999999999995,0.8866666666666667,0.09599999999999997,0.8866666666666667,0.7966666666666665,0.7929431596779439,0.75069227994228
--1,-1,0.66,0.9,0.98,0.98,0.66,0.6166666666666667,0.30666666666666664,0.8466666666666667,0.19999999999999996,0.9266666666666667,0.09999999999999998,0.9266666666666667,0.7803333333333334,0.7937106761104978,0.737518312578003
--1,-1,0.82,0.96,1.0,1.0,0.82,0.7566666666666667,0.32,0.8966666666666667,0.19999999999999996,0.9366666666666668,0.102,0.9466666666666668,0.8913333333333333,0.8736355301798917,0.8324328703703704
--1,-1,0.8,0.96,0.96,0.98,0.8,0.7566666666666667,0.32666666666666666,0.9066666666666667,0.19599999999999995,0.9066666666666667,0.09999999999999998,0.9266666666666667,0.8728571428571429,0.862302442184373,0.827208000215349
--1,-1,0.68,0.86,0.94,0.96,0.68,0.6266666666666666,0.2866666666666666,0.8066666666666665,0.19599999999999998,0.8933333333333333,0.09999999999999998,0.9133333333333333,0.7823333333333333,0.7907698101544155,0.7371080182072829
--1,-1,0.64,0.86,0.94,0.96,0.64,0.5966666666666667,0.2866666666666666,0.7966666666666667,0.19199999999999995,0.8866666666666667,0.09799999999999998,0.9066666666666667,0.7656666666666667,0.7769748505528677,0.7217596729098398
--1,-1,0.78,0.92,0.96,0.98,0.78,0.7166666666666666,0.30666666666666664,0.8566666666666666,0.19199999999999995,0.8966666666666666,0.102,0.9366666666666668,0.8556666666666666,0.845224176226581,0.7980353037766831
--1,-1,0.7,0.92,0.96,0.96,0.7,0.6766666666666665,0.3133333333333333,0.8666666666666666,0.19599999999999995,0.9066666666666667,0.09799999999999998,0.9066666666666667,0.8056666666666666,0.8129345874026284,0.7719418586865394
--1,-1,0.68,0.9,0.94,0.96,0.68,0.6266666666666666,0.3,0.8466666666666666,0.19199999999999995,0.8966666666666667,0.09799999999999998,0.9066666666666667,0.7885238095238097,0.7924871131510761,0.7411180290297937
--1,-1,0.58,0.86,0.96,0.98,0.58,0.5366666666666666,0.29333333333333333,0.8066666666666668,0.19599999999999995,0.9066666666666667,0.09999999999999998,0.9266666666666667,0.7339999999999999,0.7606626704790038,0.6934942151344591
--1,-1,0.86,0.94,0.98,0.98,0.86,0.7966666666666665,0.3133333333333333,0.8766666666666666,0.19999999999999996,0.9266666666666667,0.102,0.9366666666666668,0.9066666666666667,0.8843956236619556,0.8506153234682645
--1,-1,0.78,0.98,0.98,0.98,0.78,0.7366666666666666,0.32666666666666666,0.9166666666666667,0.19999999999999996,0.9266666666666667,0.09999999999999998,0.9266666666666667,0.8633333333333332,0.8547856660415037,0.8163245045176333
--1,-1,0.62,0.8,0.86,0.9,0.62,0.5866666666666667,0.2733333333333333,0.7533333333333333,0.18,0.8133333333333332,0.09399999999999999,0.8533333333333333,0.7168571428571429,0.7336687791965945,0.687890775890776
--1,-1,0.58,0.86,0.88,0.92,0.58,0.5366666666666666,0.2866666666666667,0.8066666666666668,0.18,0.8266666666666667,0.09399999999999999,0.8666666666666667,0.7135238095238096,0.7296893607725643,0.6733140096618356
--1,-1,0.86,0.94,0.98,0.98,0.86,0.7966666666666665,0.3133333333333333,0.8766666666666666,0.19999999999999996,0.9266666666666667,0.102,0.9366666666666668,0.9066666666666667,0.8843956236619556,0.8506021785232312
--1,-1,0.68,0.9,0.96,0.96,0.68,0.6566666666666666,0.3,0.8366666666666667,0.19599999999999995,0.9066666666666667,0.09799999999999998,0.9066666666666667,0.7863333333333332,0.7986915525124071,0.7516739726027397
--1,-1,0.52,0.76,0.84,0.86,0.52,0.48666666666666664,0.26,0.7133333333333333,0.17199999999999996,0.7833333333333333,0.09,0.8133333333333332,0.6428333333333331,0.6679092320752315,0.6126252419988711
--1,-1,0.54,0.72,0.84,0.88,0.54,0.49666666666666665,0.24,0.6666666666666665,0.176,0.8033333333333332,0.092,0.8333333333333333,0.6546666666666665,0.6782240790417856,0.618283946311562
--1,-1,0.86,0.94,0.96,0.98,0.86,0.7966666666666665,0.3133333333333333,0.8766666666666666,0.19599999999999995,0.9066666666666666,0.102,0.9366666666666668,0.9073333333333333,0.8846483562973002,0.8511817169008258
--1,-1,0.68,0.84,0.9,0.94,0.68,0.6566666666666666,0.28,0.7866666666666666,0.184,0.8566666666666666,0.09599999999999997,0.8866666666666667,0.7660238095238096,0.7797475710520765,0.7347713746077809
--1,-1,0.34,0.52,0.64,0.78,0.34,0.32,0.1733333333333333,0.49,0.128,0.6,0.08,0.74,0.45960317460317446,0.5138952860932353,0.43841085078941056
--1,-1,0.38,0.64,0.72,0.74,0.38,0.35666666666666663,0.21333333333333332,0.5866666666666667,0.14400000000000002,0.6666666666666665,0.07600000000000001,0.6966666666666668,0.5122222222222222,0.5398964396064742,0.4838872264248684
--1,-1,0.76,0.9,0.94,0.98,0.76,0.7066666666666666,0.3,0.8366666666666666,0.18799999999999997,0.8766666666666666,0.102,0.9366666666666668,0.8447142857142856,0.8395260731785648,0.7922074829931972

 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,-1,0.28,0.42,0.48,0.56,0.28,0.28,0.13999999999999999,0.42,0.09600000000000002,0.48,0.05600000000000001,0.55,0.3713571428571428,0.41397807465220393,0.38055601554461516
+-1,-1,0.26,0.46,0.56,0.62,0.26,0.26,0.1533333333333333,0.45,0.11200000000000002,0.55,0.062,0.6,0.3685000000000001,0.4221436540916674,0.36800121738033453

Information-Retrieval_evaluation_NanoFiQA2018_results.csv CHANGED Viewed

@@ -1,31 +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,-1,0.22,0.38,0.54,0.6,0.22,0.11752380952380952,0.15999999999999998,0.21912698412698414,0.14400000000000002,0.34296031746031747,0.088,0.3807380952380952,0.33804761904761904,0.2959832185054632,0.24139316426365195
--1,-1,0.28,0.44,0.54,0.64,0.28,0.15252380952380953,0.19333333333333336,0.2489603174603175,0.16,0.3474603174603174,0.09399999999999999,0.42601587301587296,0.38319047619047614,0.3320227175461218,0.2789891104554888
--1,-1,0.24,0.38,0.5,0.64,0.24,0.11307936507936507,0.1733333333333333,0.21312698412698414,0.14400000000000002,0.3009603174603175,0.09799999999999998,0.4296507936507936,0.35157142857142853,0.3102612453838562,0.25086077829626363
--1,-1,0.24,0.38,0.54,0.64,0.24,0.10985714285714286,0.18,0.23357142857142854,0.14800000000000002,0.33296031746031746,0.09399999999999999,0.4205714285714286,0.3478809523809523,0.3048163877354011,0.2357820164809244
--1,-1,0.3,0.4,0.44,0.56,0.3,0.14474603174603173,0.1733333333333333,0.22162698412698412,0.136,0.27834920634920635,0.08599999999999998,0.3578492063492063,0.36488888888888893,0.29513534588091855,0.24923826358633291
--1,-1,0.22,0.48,0.54,0.56,0.22,0.12085714285714286,0.18666666666666668,0.27296031746031746,0.136,0.3209603174603175,0.08,0.3416825396825397,0.3495555555555555,0.2864768117008527,0.23748997872132127
--1,-1,0.38,0.48,0.56,0.62,0.38,0.2072460317460318,0.19333333333333336,0.3121031746031746,0.14,0.34743650793650793,0.088,0.4231031746031746,0.4389126984126985,0.35669365584544394,0.30271886425746414
--1,-1,0.36,0.56,0.68,0.72,0.36,0.20474603174603176,0.2333333333333333,0.3509603174603175,0.184,0.437015873015873,0.114,0.5040714285714286,0.47119047619047616,0.41187479499896335,0.34736633970220027
--1,-1,0.44,0.6,0.68,0.74,0.44,0.23007936507936505,0.26,0.38646031746031745,0.192,0.4634603174603174,0.11800000000000001,0.5214047619047618,0.530111111111111,0.4416136713802792,0.37236608009347455
--1,-1,0.4,0.62,0.64,0.7,0.4,0.21941269841269842,0.28,0.4022142857142857,0.19199999999999995,0.44707142857142856,0.11399999999999999,0.509626984126984,0.505,0.4352400324035161,0.3798068762112574
--1,-1,0.38,0.48,0.56,0.62,0.38,0.2072460317460318,0.19333333333333336,0.3121031746031746,0.14,0.34743650793650793,0.088,0.4231031746031746,0.4389126984126985,0.35669365584544394,0.30271886425746414
--1,-1,0.36,0.5,0.64,0.7,0.36,0.20107936507936508,0.20666666666666667,0.3257698412698412,0.17599999999999993,0.42979365079365073,0.10799999999999997,0.4909603174603175,0.46819047619047616,0.40067757231847495,0.33164142416991793
--1,-1,0.4,0.44,0.58,0.68,0.4,0.21341269841269842,0.18666666666666665,0.2589365079365079,0.156,0.3756269841269841,0.10599999999999998,0.481515873015873,0.4656666666666667,0.3878223215691379,0.31990817344631833
--1,-1,0.42,0.56,0.64,0.7,0.42,0.23607936507936508,0.2533333333333333,0.3530714285714286,0.17999999999999997,0.4350714285714286,0.10399999999999998,0.4904047619047619,0.49938095238095237,0.4159498726237891,0.3557526342337349
--1,-1,0.34,0.52,0.6,0.66,0.34,0.18941269841269842,0.20666666666666667,0.3301031746031746,0.15200000000000002,0.38343650793650796,0.09799999999999999,0.4416269841269841,0.4368888888888888,0.36434350094006035,0.30189497409017507
--1,-1,0.38,0.58,0.6,0.68,0.38,0.20774603174603176,0.23333333333333336,0.36743650793650795,0.16399999999999998,0.4084603174603174,0.1,0.472515873015873,0.48271428571428565,0.3998169240199127,0.33971402775578574
--1,-1,0.34,0.48,0.58,0.68,0.34,0.19707936507936508,0.19333333333333333,0.28743650793650793,0.15200000000000002,0.37743650793650796,0.102,0.46865873015873016,0.432579365079365,0.3701303439254182,0.30658113651019275
--1,-1,0.38,0.6,0.66,0.7,0.38,0.19941269841269843,0.25333333333333335,0.38082539682539684,0.19599999999999998,0.46984920634920635,0.10799999999999998,0.5010714285714285,0.4950238095238095,0.41915583106695115,0.35716185205965095
--1,-1,0.32,0.46,0.6,0.68,0.32,0.1880793650793651,0.19333333333333333,0.2747698412698413,0.16,0.3924365079365079,0.09599999999999997,0.46096031746031746,0.4274920634920635,0.3645000219538997,0.29800480481282754
--1,-1,0.34,0.48,0.54,0.68,0.34,0.17952380952380953,0.18,0.27874603174603174,0.14,0.33376984126984127,0.09599999999999997,0.4741587301587301,0.43,0.3576193898882579,0.28259055809600414
--1,-1,0.28,0.38,0.52,0.56,0.28,0.15585714285714286,0.16,0.23693650793650792,0.136,0.3457698412698412,0.08599999999999998,0.39865873015873016,0.36019047619047617,0.31313225271957046,0.26098344148306135
--1,-1,0.38,0.6,0.66,0.7,0.38,0.19941269841269843,0.26,0.3908253968253968,0.19599999999999998,0.46984920634920635,0.10799999999999998,0.5010714285714285,0.4952222222222222,0.4201094271909935,0.35919777383231244
--1,-1,0.32,0.44,0.56,0.62,0.32,0.19219047619047622,0.1733333333333333,0.27121428571428574,0.14,0.3494365079365079,0.08199999999999999,0.3977698412698413,0.4083888888888889,0.33308565435074916,0.27707529118848306
--1,-1,0.28,0.42,0.54,0.64,0.28,0.16252380952380954,0.16666666666666663,0.28085714285714286,0.132,0.3406031746031746,0.08399999999999999,0.40984920634920635,0.3814365079365079,0.32320891888133074,0.26217112838711026
--1,-1,0.28,0.38,0.44,0.56,0.28,0.15585714285714286,0.16666666666666663,0.2386031746031746,0.11599999999999999,0.2777698412698413,0.07600000000000001,0.36926984126984125,0.34735714285714286,0.29478491063531465,0.2452639486126713
--1,-1,0.42,0.58,0.68,0.7,0.42,0.22274603174603172,0.24666666666666667,0.3608253968253968,0.19599999999999998,0.4680714285714286,0.10799999999999998,0.5110714285714285,0.512,0.4267909833793157,0.3624765177374492
--1,-1,0.24,0.34,0.46,0.56,0.24,0.14085714285714285,0.13999999999999999,0.19988095238095238,0.11200000000000002,0.30054761904761906,0.08,0.38654761904761903,0.3230238095238096,0.28855478051901995,0.23168919640832794
--1,-1,0.24,0.36,0.46,0.5,0.24,0.1431904761904762,0.13333333333333333,0.2274126984126984,0.10799999999999998,0.28724603174603175,0.062,0.3247460317460317,0.31935714285714284,0.2613657844398754,0.21898250222512708
--1,-1,0.26,0.4,0.42,0.54,0.26,0.15085714285714286,0.15333333333333332,0.24757936507936507,0.10400000000000002,0.264079365079365,0.07200000000000001,0.3202460317460317,0.34138095238095234,0.2759133794157832,0.23053915643448888
--1,-1,0.4,0.56,0.6,0.62,0.4,0.22135714285714286,0.23333333333333336,0.37151587301587297,0.15600000000000003,0.3971825396825397,0.092,0.42990476190476185,0.4833333333333332,0.389143171815694,0.33692650618408754

 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_NanoHotpotQA_results.csv CHANGED Viewed

@@ -1,31 +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,-1,0.6,0.74,0.76,0.86,0.6,0.3,0.29333333333333333,0.44,0.18,0.45,0.10799999999999998,0.54,0.6832142857142857,0.5144248072153363,0.4369520227202821
--1,-1,0.66,0.76,0.82,0.86,0.66,0.33,0.3133333333333333,0.47,0.204,0.51,0.11599999999999998,0.58,0.7235238095238097,0.5558933426692172,0.48029489574224554
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--1,-1,0.5,0.62,0.66,0.74,0.5,0.25,0.2266666666666667,0.34,0.14800000000000002,0.37,0.09,0.45,0.5706904761904761,0.4185765233643338,0.3410399663317717
--1,-1,0.54,0.64,0.66,0.72,0.54,0.27,0.24666666666666665,0.37,0.15600000000000003,0.39,0.088,0.44,0.5992222222222222,0.43520521230408366,0.3717832829206536
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--1,-1,0.32,0.4,0.5,0.62,0.32,0.16,0.13333333333333333,0.2,0.10400000000000001,0.26,0.066,0.33,0.3984920634920634,0.284394048566581,0.2134057597533764
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--1,-1,0.76,0.82,0.9,0.92,0.76,0.38,0.32666666666666666,0.49,0.22399999999999995,0.56,0.122,0.61,0.809,0.6031536911070754,0.5176041278307716

 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,-1,0.28,0.42,0.48,0.58,0.28,0.14,0.14666666666666667,0.22,0.10400000000000001,0.26,0.06400000000000002,0.32,0.3734126984126984,0.27348475074684164,0.21051932167241766

Information-Retrieval_evaluation_NanoMSMARCO_results.csv CHANGED Viewed

@@ -1,31 +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,-1,0.22,0.5,0.62,0.74,0.22,0.22,0.16666666666666663,0.5,0.124,0.62,0.07400000000000001,0.74,0.39240476190476187,0.47667177266958005,0.406991563991564
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--1,-1,0.32,0.56,0.72,0.82,0.32,0.32,0.18666666666666665,0.56,0.14400000000000002,0.72,0.08199999999999999,0.82,0.4747460317460317,0.5574382679738011,0.4820742333423996
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--1,-1,0.3,0.62,0.7,0.76,0.3,0.3,0.20666666666666664,0.62,0.14,0.7,0.07600000000000001,0.76,0.47016666666666657,0.5415969332190478,0.4817150619220429
--1,-1,0.36,0.6,0.68,0.78,0.36,0.36,0.2,0.6,0.136,0.68,0.07800000000000001,0.78,0.5018888888888889,0.5686788105462819,0.5110826036192063
--1,-1,0.32,0.56,0.62,0.74,0.32,0.32,0.18666666666666668,0.56,0.124,0.62,0.07400000000000001,0.74,0.4534126984126985,0.522258803283639,0.4638252994171221
--1,-1,0.32,0.5,0.56,0.74,0.32,0.32,0.16666666666666669,0.5,0.11200000000000002,0.56,0.07400000000000001,0.74,0.4381269841269841,0.5084008935146356,0.4499550608678692
--1,-1,0.34,0.56,0.68,0.76,0.34,0.34,0.18666666666666668,0.56,0.136,0.68,0.07600000000000001,0.76,0.4722222222222222,0.5416899912877863,0.48271862745098043
--1,-1,0.44,0.7,0.72,0.84,0.44,0.44,0.2333333333333333,0.7,0.14400000000000002,0.72,0.084,0.84,0.5752380952380952,0.6393050305464907,0.5834313164313165
--1,-1,0.32,0.56,0.62,0.74,0.32,0.32,0.18666666666666668,0.56,0.124,0.62,0.07400000000000001,0.74,0.4534126984126985,0.522258803283639,0.4638252994171221
--1,-1,0.32,0.54,0.62,0.72,0.32,0.32,0.18,0.54,0.124,0.62,0.07200000000000001,0.72,0.44588095238095227,0.5113600890173079,0.46015815095025
--1,-1,0.36,0.58,0.64,0.76,0.36,0.36,0.19333333333333333,0.58,0.128,0.64,0.07600000000000001,0.76,0.4841904761904761,0.5502773798420649,0.49554545654198856
--1,-1,0.44,0.66,0.72,0.84,0.44,0.44,0.22,0.66,0.14400000000000002,0.72,0.08399999999999999,0.84,0.5681349206349207,0.6329590083197414,0.5748098465861624
--1,-1,0.38,0.56,0.68,0.72,0.38,0.38,0.18666666666666668,0.56,0.136,0.68,0.07200000000000001,0.72,0.5023333333333333,0.5560017600077842,0.5147876135794199
--1,-1,0.32,0.56,0.64,0.74,0.32,0.32,0.18666666666666668,0.56,0.128,0.64,0.07400000000000001,0.74,0.46127777777777773,0.5284009429027487,0.4738439729688956
--1,-1,0.32,0.52,0.62,0.72,0.32,0.32,0.1733333333333333,0.52,0.124,0.62,0.07200000000000001,0.72,0.45404761904761903,0.5182449787606596,0.4681213273999474
--1,-1,0.46,0.64,0.76,0.84,0.46,0.46,0.21333333333333332,0.64,0.15200000000000002,0.76,0.08399999999999999,0.84,0.5786904761904762,0.6415212118347274,0.586056624889745
--1,-1,0.32,0.56,0.66,0.76,0.32,0.32,0.18666666666666668,0.56,0.132,0.66,0.07600000000000001,0.76,0.474047619047619,0.543482168903518,0.48355956186670473
--1,-1,0.3,0.58,0.6,0.7,0.3,0.3,0.19333333333333333,0.58,0.12,0.6,0.07,0.7,0.44874603174603167,0.5101349275378135,0.4606212065533731
--1,-1,0.36,0.58,0.62,0.74,0.36,0.36,0.19333333333333333,0.58,0.124,0.62,0.07400000000000001,0.74,0.4826507936507936,0.5444921631282695,0.4947415565860296
--1,-1,0.46,0.64,0.76,0.84,0.46,0.46,0.21333333333333332,0.64,0.15200000000000002,0.76,0.08399999999999999,0.84,0.5794126984126984,0.6421089892290694,0.586773135917494
--1,-1,0.34,0.58,0.62,0.7,0.34,0.34,0.19333333333333333,0.58,0.124,0.62,0.07,0.7,0.4680555555555555,0.524754007827684,0.4811889151425934
--1,-1,0.28,0.58,0.62,0.7,0.28,0.28,0.19333333333333333,0.58,0.124,0.62,0.07,0.7,0.4328888888888888,0.49829987674731946,0.44341877222019976
--1,-1,0.34,0.48,0.6,0.68,0.34,0.34,0.15999999999999998,0.48,0.12,0.6,0.068,0.68,0.43771428571428567,0.4954780706089552,0.4528382989436611
--1,-1,0.52,0.7,0.74,0.84,0.52,0.52,0.2333333333333333,0.7,0.14800000000000002,0.74,0.08399999999999999,0.84,0.6126587301587302,0.6667666782328303,0.6201688107214423
--1,-1,0.34,0.5,0.58,0.68,0.34,0.34,0.16666666666666669,0.5,0.11599999999999999,0.58,0.068,0.68,0.44646825396825385,0.5023070028455473,0.45949436084808376
--1,-1,0.24,0.52,0.62,0.7,0.24,0.24,0.1733333333333333,0.52,0.124,0.62,0.07,0.7,0.39549999999999996,0.4692531586922011,0.4048334289186248
--1,-1,0.3,0.44,0.56,0.62,0.3,0.3,0.14666666666666664,0.44,0.11200000000000002,0.56,0.06200000000000001,0.62,0.3933571428571428,0.44740692791615466,0.40707922856949785
--1,-1,0.38,0.62,0.68,0.8,0.38,0.38,0.20666666666666667,0.62,0.136,0.68,0.08,0.8,0.5122777777777777,0.5812642625228317,0.5193397668920317

 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,-1,0.2,0.4,0.52,0.6,0.2,0.2,0.13333333333333333,0.4,0.10400000000000002,0.52,0.06000000000000001,0.6,0.3195714285714286,0.3870603887641045,0.32970226217290266

Information-Retrieval_evaluation_NanoNFCorpus_results.csv CHANGED Viewed

@@ -1,31 +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,-1,0.34,0.5,0.58,0.6,0.34,0.01200107748257525,0.3133333333333333,0.042785241025884206,0.292,0.08113445148474485,0.25,0.10803989338634405,0.4345555555555555,0.2802878906182637,0.10597358556555182
--1,-1,0.36,0.54,0.58,0.64,0.36,0.011781811653553322,0.34,0.04594670802138094,0.30400000000000005,0.08301655956136164,0.25,0.1093270904023932,0.4511666666666666,0.2843204726127433,0.1080892634277358
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--1,-1,0.36,0.42,0.52,0.62,0.36,0.012948653420853886,0.28,0.027378951459630513,0.29600000000000004,0.04978150853738917,0.264,0.0958099588507519,0.42522222222222217,0.2859079032008062,0.10116602983458042
--1,-1,0.4,0.48,0.54,0.68,0.4,0.032488303582306345,0.31999999999999995,0.05250423598992672,0.29600000000000004,0.06937227672298389,0.27199999999999996,0.12238074180224012,0.4639047619047619,0.3120117837560736,0.13431237418759714
--1,-1,0.4,0.46,0.54,0.64,0.4,0.042012342257439016,0.30666666666666664,0.060555527848706686,0.28800000000000003,0.0782317542868985,0.268,0.11354272773931177,0.4578571428571429,0.31136741174148286,0.13246951736620952
--1,-1,0.34,0.48,0.5,0.58,0.34,0.03047223530556736,0.33333333333333326,0.0543561699321758,0.292,0.06787885069496813,0.262,0.10337021977345857,0.4257142857142857,0.2963492902849603,0.12099779665938908
--1,-1,0.34,0.5,0.62,0.74,0.34,0.010746681618306126,0.32,0.06426098047668373,0.3,0.08899281165704118,0.28200000000000003,0.12374847841340561,0.45521428571428574,0.3083182777163561,0.11785477160892308
--1,-1,0.34,0.48,0.6,0.72,0.34,0.01228341125561172,0.32,0.052024850982170835,0.31199999999999994,0.08005972543817168,0.274,0.11726991771595457,0.4442460317460318,0.3007206174072767,0.11613626924932557
--1,-1,0.4,0.5,0.56,0.68,0.4,0.017742022682771613,0.3466666666666666,0.04218740437276733,0.32,0.061297156728343155,0.282,0.10232183760818475,0.46851587301587294,0.3087896786838233,0.12702712283624432
--1,-1,0.34,0.48,0.5,0.58,0.34,0.03047223530556736,0.33333333333333326,0.0543561699321758,0.292,0.06787885069496813,0.262,0.10337021977345857,0.4257142857142857,0.2963492902849603,0.12099779665938908
--1,-1,0.38,0.48,0.56,0.7,0.38,0.012693306422073789,0.3066666666666667,0.04214726266623383,0.296,0.060842489623681925,0.262,0.11303442021619761,0.4633809523809523,0.29532590300926675,0.10812887551074139
--1,-1,0.32,0.42,0.48,0.68,0.32,0.010995012876071315,0.3133333333333333,0.050549765552791205,0.284,0.07020444425056845,0.252,0.10707053980924444,0.4056031746031746,0.28103276975276337,0.11126387752909571
--1,-1,0.36,0.44,0.56,0.66,0.36,0.011719225549793105,0.33333333333333326,0.0344718689045459,0.32800000000000007,0.058474465205003774,0.28,0.09519625053453834,0.43885714285714283,0.3018459772244917,0.12191860213612384
--1,-1,0.42,0.52,0.54,0.68,0.42,0.013436920183096857,0.34,0.06451759100610847,0.32799999999999996,0.08607586979544407,0.282,0.12470236261294776,0.4855555555555556,0.3220506907545563,0.134012850250529
--1,-1,0.36,0.48,0.6,0.66,0.36,0.012746681618306126,0.32,0.043811538132517897,0.308,0.06425428616047847,0.264,0.11311355903810191,0.452,0.29493765590400556,0.1076942119899729
--1,-1,0.38,0.46,0.52,0.66,0.38,0.013257687088254642,0.3133333333333333,0.053362266003216766,0.3,0.07093283015038292,0.25,0.10042628570164332,0.4445238095238095,0.2817431194318882,0.10929807860221158
--1,-1,0.36,0.44,0.5,0.7,0.36,0.013403039631924156,0.30666666666666664,0.034108347723976064,0.31200000000000006,0.05787770095682255,0.282,0.10590322051450729,0.43876984126984125,0.3022203221255576,0.12407610278799032
--1,-1,0.36,0.5,0.56,0.68,0.36,0.011117260803746984,0.3533333333333333,0.06793780077947238,0.32,0.08600906529821184,0.284,0.12489478806450519,0.4486904761904762,0.31419371833661064,0.1305557027672931
--1,-1,0.36,0.42,0.58,0.62,0.36,0.011413047310317982,0.2866666666666666,0.02700258816152921,0.304,0.04979610755705784,0.242,0.07563880594353418,0.43044444444444446,0.2645713317352105,0.08670541591415526
--1,-1,0.32,0.42,0.48,0.54,0.32,0.011224742605801046,0.3,0.04891020009875449,0.27999999999999997,0.06650320009390136,0.22399999999999998,0.08861344429366909,0.38860317460317456,0.25631768853439535,0.09778186688843936
--1,-1,0.36,0.44,0.48,0.7,0.36,0.013403039631924156,0.3133333333333333,0.03447198408761243,0.308,0.05723253966649997,0.28,0.10436475897604575,0.43702380952380954,0.30088415549760406,0.12379124159019192
--1,-1,0.34,0.42,0.5,0.62,0.34,0.010753624440110618,0.2933333333333333,0.04812612149305537,0.284,0.06810920694765016,0.26,0.11441170696889585,0.40460317460317463,0.28510353008935857,0.11436988922581773
--1,-1,0.32,0.46,0.52,0.64,0.32,0.011933029076017525,0.26666666666666666,0.02715254462665005,0.24400000000000002,0.040025046693376296,0.212,0.06269126978571375,0.41073809523809524,0.231923237081856,0.07267684281911838
--1,-1,0.3,0.4,0.46,0.56,0.3,0.030361106242164686,0.26,0.04565643981003684,0.236,0.05740354059693826,0.20800000000000002,0.07808848031588318,0.3696666666666666,0.2418470331708076,0.09302535365326235
--1,-1,0.4,0.46,0.52,0.68,0.4,0.013821074066170821,0.32666666666666666,0.03704372187363592,0.304,0.05641224522012561,0.282,0.10199363274777667,0.460515873015873,0.30539493217594926,0.12327617976680419
--1,-1,0.3,0.4,0.48,0.56,0.3,0.010085921966980407,0.28,0.047968018726256945,0.276,0.0671856089688558,0.242,0.1033851527560607,0.3788888888888888,0.2699339552042321,0.10920681945613339
--1,-1,0.26,0.36,0.44,0.48,0.26,0.007139518522916179,0.22000000000000003,0.01863261524177843,0.20799999999999996,0.031386478819168284,0.17400000000000002,0.04687051544414555,0.3241904761904762,0.19053786333593528,0.054658435107429355
--1,-1,0.3,0.34,0.36,0.46,0.3,0.008337186611908085,0.24,0.021501914489732255,0.212,0.03294217189823284,0.176,0.04699803863335852,0.3325793650793651,0.19997820705844835,0.06165014004129111
--1,-1,0.32,0.38,0.46,0.62,0.32,0.011063725656648505,0.3,0.030699821577379927,0.29600000000000004,0.048709141115735564,0.27799999999999997,0.08661848011912157,0.3857698412698412,0.2874402905680607,0.10750203239532605

 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,-1,0.26,0.34,0.4,0.44,0.26,0.005525991441524426,0.19999999999999996,0.018729012089754735,0.184,0.025142849605619744,0.132,0.031525369353483906,0.3130555555555556,0.15865713771404624,0.03821739686414932
+-1,-1,0.2,0.34,0.44,0.52,0.2,0.014462634269188417,0.20666666666666664,0.03713117702179163,0.192,0.04759102841371709,0.146,0.06354062875812684,0.2879365079365079,0.1760898115157078,0.061274233831184584

Information-Retrieval_evaluation_NanoNQ_results.csv CHANGED Viewed

@@ -1,31 +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,-1,0.28,0.46,0.56,0.64,0.28,0.27,0.15999999999999998,0.45,0.11600000000000002,0.54,0.066,0.61,0.39785714285714285,0.4442430372694745,0.39869586832265574
--1,-1,0.34,0.48,0.6,0.68,0.34,0.32,0.16666666666666663,0.46,0.124,0.57,0.07400000000000001,0.67,0.447095238095238,0.4959822522649102,0.4450363309607127
--1,-1,0.32,0.54,0.62,0.68,0.32,0.31,0.19333333333333333,0.53,0.132,0.6,0.07200000000000001,0.66,0.4418809523809524,0.492580214786822,0.4462290155539738
--1,-1,0.38,0.54,0.62,0.72,0.38,0.34,0.18666666666666665,0.51,0.132,0.58,0.08,0.7,0.4836031746031746,0.5235400236111211,0.4659949769889572
--1,-1,0.38,0.56,0.62,0.7,0.38,0.35,0.19333333333333333,0.54,0.132,0.6,0.07400000000000001,0.68,0.4853333333333334,0.5219456964879438,0.47424546661452993
--1,-1,0.36,0.66,0.68,0.76,0.36,0.33,0.22,0.62,0.14,0.65,0.08,0.72,0.5098571428571428,0.547217901995397,0.4872849044614519
--1,-1,0.32,0.54,0.54,0.74,0.32,0.29,0.18666666666666665,0.52,0.11600000000000002,0.53,0.07800000000000001,0.71,0.4477936507936508,0.49985826827052954,0.4354984725628689
--1,-1,0.42,0.56,0.6,0.62,0.42,0.4,0.2,0.55,0.132,0.59,0.068,0.61,0.4955555555555556,0.5222783108493494,0.5066931019396732
--1,-1,0.44,0.56,0.6,0.66,0.44,0.42,0.2,0.54,0.132,0.59,0.07200000000000001,0.65,0.5043571428571428,0.5366135966288905,0.5082834994230612
--1,-1,0.44,0.58,0.64,0.74,0.44,0.41,0.20666666666666664,0.56,0.14,0.63,0.08,0.71,0.5335555555555557,0.5669662624959938,0.5268891955660058
--1,-1,0.32,0.54,0.54,0.74,0.32,0.29,0.18666666666666665,0.52,0.11600000000000002,0.53,0.07800000000000001,0.71,0.4477936507936508,0.49985826827052954,0.4354984725628689
--1,-1,0.34,0.5,0.58,0.62,0.34,0.31,0.18,0.49,0.12400000000000003,0.56,0.068,0.61,0.44116666666666665,0.47606860320855016,0.4435242837774235
--1,-1,0.38,0.56,0.6,0.66,0.38,0.37,0.19333333333333333,0.53,0.128,0.58,0.07,0.63,0.4758571428571428,0.50866692066392,0.47823183905498623
--1,-1,0.32,0.54,0.64,0.74,0.32,0.3,0.18666666666666665,0.52,0.132,0.6,0.08,0.71,0.43952380952380954,0.49769715371181095,0.43617752668168885
--1,-1,0.4,0.56,0.64,0.76,0.4,0.37,0.19333333333333333,0.54,0.14,0.63,0.08199999999999999,0.74,0.505468253968254,0.5529706231693197,0.49719157216910587
--1,-1,0.36,0.52,0.54,0.66,0.36,0.34,0.18,0.49,0.11600000000000002,0.52,0.07200000000000001,0.64,0.45174603174603184,0.4894245988467554,0.44899308062451565
--1,-1,0.38,0.52,0.58,0.68,0.38,0.36,0.18666666666666665,0.5,0.128,0.57,0.07400000000000001,0.65,0.4693888888888889,0.5077165748328921,0.4690841393696577
--1,-1,0.42,0.56,0.62,0.74,0.42,0.39,0.19333333333333333,0.53,0.128,0.59,0.07800000000000001,0.7,0.5129047619047619,0.5454496947645364,0.5024388849786283
--1,-1,0.42,0.56,0.6,0.76,0.42,0.39,0.2,0.55,0.132,0.59,0.08199999999999999,0.74,0.5029365079365079,0.5531504219817556,0.5003951480571269
--1,-1,0.28,0.48,0.52,0.58,0.28,0.26,0.16,0.44,0.11200000000000002,0.5,0.06400000000000002,0.57,0.3893888888888889,0.42522283720602283,0.38784914899138384
--1,-1,0.4,0.5,0.56,0.7,0.4,0.37,0.18,0.48,0.12,0.54,0.07400000000000001,0.66,0.4776666666666667,0.5084247148865703,0.4633756727402281
--1,-1,0.4,0.56,0.62,0.74,0.4,0.37,0.19333333333333333,0.53,0.128,0.59,0.07800000000000001,0.7,0.502904761904762,0.5380682898359656,0.4922434453305571
--1,-1,0.48,0.56,0.62,0.74,0.48,0.45,0.18666666666666665,0.53,0.128,0.6,0.07800000000000001,0.71,0.5391904761904762,0.565981406304304,0.5255432092737945
--1,-1,0.26,0.44,0.5,0.6,0.26,0.23,0.14666666666666667,0.41,0.10400000000000001,0.48,0.064,0.58,0.37035714285714283,0.4092826812027592,0.3579080102167239
--1,-1,0.34,0.48,0.54,0.68,0.34,0.32,0.16666666666666663,0.45,0.11600000000000002,0.52,0.07200000000000001,0.65,0.42780158730158724,0.4724642279893318,0.41892039298943606
--1,-1,0.38,0.56,0.62,0.7,0.38,0.35,0.19333333333333333,0.53,0.132,0.6,0.07400000000000001,0.66,0.48483333333333334,0.5159192638156053,0.47956629357668895
--1,-1,0.36,0.54,0.56,0.7,0.36,0.33,0.18666666666666668,0.52,0.11599999999999999,0.54,0.07400000000000001,0.66,0.4570555555555556,0.4933846471447955,0.44680861443860365
--1,-1,0.12,0.24,0.32,0.46,0.12,0.11,0.08,0.22,0.068,0.3,0.04800000000000001,0.43,0.2113015873015873,0.2565166081704245,0.2086357220141573
--1,-1,0.16,0.34,0.38,0.42,0.16,0.15,0.11333333333333333,0.3,0.08,0.34,0.04800000000000001,0.4,0.24583333333333335,0.27796846186992374,0.24849220063028224
--1,-1,0.28,0.34,0.44,0.64,0.28,0.26,0.12666666666666665,0.33,0.09600000000000002,0.43,0.068,0.61,0.35838095238095236,0.4093859481545465,0.36019612952454966

 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,-1,0.18,0.42,0.42,0.56,0.18,0.17,0.14,0.41,0.084,0.41,0.05600000000000001,0.54,0.30176190476190473,0.35308064890486984,0.30521922086466946
+-1,-1,0.26,0.44,0.54,0.6,0.26,0.25,0.14666666666666667,0.42,0.11200000000000002,0.52,0.062,0.58,0.361047619047619,0.409095102571189,0.36301515397193024

Information-Retrieval_evaluation_NanoQuoraRetrieval_results.csv CHANGED Viewed

@@ -1,31 +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,-1,0.96,1.0,1.0,1.0,0.96,0.8373333333333334,0.4133333333333333,0.9653333333333333,0.264,0.986,0.13999999999999999,1.0,0.9733333333333334,0.9736013358388067,0.958547619047619
--1,-1,0.94,1.0,1.0,1.0,0.94,0.8273333333333334,0.4133333333333333,0.9653333333333333,0.25999999999999995,0.9793333333333334,0.13999999999999999,1.0,0.9633333333333334,0.9690530448322134,0.9533809523809523
--1,-1,0.98,0.98,1.0,1.0,0.98,0.8573333333333334,0.4133333333333333,0.9520000000000001,0.264,0.986,0.13999999999999999,1.0,0.985,0.9845438596011792,0.9753809523809523
--1,-1,0.88,0.94,0.98,0.98,0.88,0.7673333333333332,0.3933333333333333,0.9046666666666667,0.26399999999999996,0.9686666666666668,0.13799999999999998,0.98,0.9146666666666667,0.9268886342345826,0.905410101010101
--1,-1,0.88,0.98,0.98,1.0,0.88,0.7773333333333332,0.4133333333333333,0.9520000000000001,0.25999999999999995,0.966,0.13999999999999999,1.0,0.9328571428571428,0.949418687424446,0.9287936507936507
--1,-1,0.86,0.96,0.96,1.0,0.86,0.764,0.3933333333333333,0.9186666666666667,0.244,0.9326666666666666,0.13399999999999998,0.99,0.9153333333333333,0.9283857008727395,0.9039594898565487
--1,-1,0.8,0.94,0.96,0.98,0.8,0.7040000000000001,0.3733333333333333,0.8853333333333333,0.24399999999999994,0.932,0.132,0.97,0.8636666666666666,0.8822237320765974,0.8473146191282837
--1,-1,0.86,0.94,0.94,0.98,0.86,0.7473333333333332,0.38666666666666655,0.8986666666666667,0.24799999999999997,0.9226666666666666,0.13199999999999998,0.97,0.9061904761904762,0.9124260828303088,0.8898621553884712
--1,-1,0.86,0.96,0.96,0.98,0.86,0.7473333333333332,0.4,0.9253333333333333,0.25199999999999995,0.9426666666666667,0.132,0.97,0.9133333333333334,0.9200725814533811,0.9009989259106906
--1,-1,0.88,0.96,0.98,0.98,0.88,0.7773333333333333,0.40666666666666657,0.932,0.264,0.97,0.13599999999999998,0.9766666666666666,0.925,0.9338857017454859,0.9155441077441077
--1,-1,0.8,0.94,0.96,0.98,0.8,0.7040000000000001,0.3733333333333333,0.8853333333333333,0.24399999999999994,0.932,0.132,0.97,0.8636666666666666,0.8822237320765974,0.8473146191282837
--1,-1,0.86,0.94,0.96,0.96,0.86,0.7473333333333332,0.38666666666666655,0.8986666666666667,0.25199999999999995,0.9426666666666667,0.132,0.9533333333333335,0.9016666666666666,0.9072932413699512,0.888297619047619
--1,-1,0.88,0.94,0.96,0.96,0.88,0.7573333333333332,0.3933333333333333,0.9053333333333333,0.25199999999999995,0.9426666666666667,0.128,0.9466666666666665,0.9116666666666666,0.9100399774260584,0.895811391337707
--1,-1,0.88,0.94,1.0,1.0,0.88,0.7573333333333332,0.4,0.912,0.25999999999999995,0.98,0.13599999999999998,0.9933333333333334,0.9196666666666666,0.9270302148618194,0.8981605546433132
--1,-1,0.82,0.94,0.96,0.98,0.82,0.7073333333333331,0.38666666666666655,0.9013333333333332,0.24799999999999997,0.9386666666666668,0.132,0.97,0.8768571428571428,0.8889852080178272,0.8552749359959038
--1,-1,0.84,0.92,0.94,0.96,0.84,0.7273333333333332,0.38666666666666655,0.8853333333333333,0.24799999999999997,0.9226666666666666,0.132,0.9533333333333335,0.884,0.8946028615048153,0.8720468789733496
--1,-1,0.84,0.94,0.94,0.98,0.84,0.7173333333333332,0.3933333333333333,0.9053333333333333,0.244,0.9159999999999999,0.13,0.9666666666666666,0.8933333333333333,0.9006242971403466,0.8752974569290359
--1,-1,0.88,0.98,0.98,0.98,0.88,0.7573333333333332,0.4133333333333333,0.9520000000000001,0.25599999999999995,0.9626666666666667,0.13399999999999998,0.9733333333333334,0.9266666666666665,0.9270486783685107,0.9045211951447246
--1,-1,0.82,0.94,0.94,0.96,0.82,0.7073333333333331,0.3933333333333333,0.9053333333333333,0.24799999999999997,0.9226666666666666,0.12999999999999998,0.95,0.8761904761904762,0.8855845442596749,0.8602467532467531
--1,-1,0.8,0.94,0.94,0.96,0.8,0.6873333333333334,0.3999999999999999,0.9086666666666667,0.24799999999999997,0.922,0.12999999999999998,0.95,0.8691666666666668,0.8827689846162723,0.8574092460390633
--1,-1,0.82,0.94,0.96,0.96,0.82,0.6973333333333334,0.3933333333333333,0.9053333333333333,0.25199999999999995,0.9426666666666667,0.132,0.9533333333333335,0.8783333333333333,0.8884624055352854,0.8619932933411195
--1,-1,0.88,0.98,0.98,0.98,0.88,0.7573333333333332,0.4133333333333333,0.9520000000000001,0.25599999999999995,0.9626666666666667,0.13399999999999998,0.9733333333333334,0.9266666666666665,0.9270486783685107,0.9045947245564893
--1,-1,0.84,0.94,0.94,0.96,0.84,0.7273333333333334,0.38666666666666655,0.9013333333333332,0.23999999999999996,0.912,0.12999999999999998,0.95,0.8861904761904762,0.8891820939462814,0.8623311670714111
--1,-1,0.8,0.92,0.94,0.96,0.8,0.6873333333333334,0.3999999999999999,0.8953333333333333,0.24799999999999997,0.922,0.12999999999999998,0.95,0.8626666666666667,0.8792389359694834,0.8547388043505691
--1,-1,0.82,0.92,0.92,0.96,0.82,0.7140000000000001,0.37999999999999995,0.882,0.244,0.8993333333333333,0.132,0.9533333333333335,0.8717460317460318,0.8867508970607386,0.8613894286385704
--1,-1,0.86,0.98,0.98,1.0,0.86,0.7373333333333332,0.4133333333333333,0.9520000000000001,0.26,0.9666666666666666,0.13599999999999998,0.9933333333333334,0.9191666666666666,0.92794886246839,0.9003272642390289
--1,-1,0.78,0.92,0.96,0.96,0.78,0.6773333333333332,0.3666666666666666,0.8713333333333333,0.24,0.9279999999999999,0.12799999999999997,0.946,0.8556666666666666,0.8656777707479286,0.8321868686868686
--1,-1,0.78,0.9,0.9,0.92,0.78,0.6673333333333333,0.38666666666666655,0.872,0.24399999999999994,0.8859999999999999,0.12799999999999997,0.9126666666666666,0.8325000000000001,0.8469847928608601,0.8231226551226551
--1,-1,0.68,0.86,0.88,0.9,0.68,0.5940000000000001,0.35999999999999993,0.8253333333333334,0.23599999999999993,0.856,0.12399999999999997,0.89,0.7639999999999999,0.7929325274029698,0.7574888465905296
--1,-1,0.74,0.84,0.9,0.96,0.74,0.6406666666666666,0.35999999999999993,0.8086666666666668,0.23999999999999996,0.882,0.132,0.9533333333333335,0.8100555555555556,0.8393939601618381,0.8012989417989417

 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,-1,0.6,0.78,0.82,0.82,0.6,0.5506666666666666,0.3,0.7120000000000001,0.20799999999999996,0.7759999999999999,0.11399999999999999,0.8033333333333332,0.6890000000000001,0.7184470922914143,0.6915001507169234
+-1,-1,0.62,0.88,0.9,0.92,0.62,0.5373333333333333,0.3533333333333333,0.8353333333333333,0.23999999999999996,0.8733333333333333,0.12599999999999997,0.9066666666666666,0.7438888888888888,0.781903375113035,0.7386325337416886

Information-Retrieval_evaluation_NanoSCIDOCS_results.csv CHANGED Viewed

@@ -1,31 +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,-1,0.46,0.64,0.78,0.82,0.46,0.09766666666666668,0.3533333333333333,0.21966666666666665,0.3,0.30966666666666665,0.18799999999999997,0.38666666666666655,0.5706666666666667,0.3818424009361081,0.30532272577213904
--1,-1,0.48,0.68,0.78,0.84,0.48,0.10166666666666666,0.36666666666666664,0.22766666666666666,0.316,0.3256666666666666,0.19400000000000003,0.39766666666666667,0.5876666666666667,0.39248383652679003,0.3129163216767408
--1,-1,0.44,0.7,0.76,0.78,0.44,0.09366666666666669,0.35333333333333333,0.21966666666666668,0.28800000000000003,0.2976666666666667,0.19199999999999995,0.3946666666666666,0.5616666666666666,0.3828850338349345,0.30593260646984016
--1,-1,0.34,0.52,0.64,0.8,0.34,0.07066666666666667,0.24666666666666667,0.15266666666666667,0.21199999999999997,0.21666666666666665,0.144,0.29466666666666663,0.4655555555555555,0.28382792601011303,0.2043355717658347
--1,-1,0.52,0.7,0.8,0.9,0.52,0.10866666666666668,0.35999999999999993,0.22266666666666665,0.30400000000000005,0.3106666666666667,0.19599999999999998,0.4026666666666667,0.6395000000000001,0.40675618777994077,0.3262483514488973
--1,-1,0.5,0.78,0.8,0.9,0.5,0.10466666666666667,0.3933333333333333,0.24366666666666664,0.292,0.30266666666666664,0.20999999999999996,0.43066666666666653,0.6418809523809523,0.41993662001127285,0.3295565395722371
--1,-1,0.44,0.7,0.76,0.82,0.44,0.09000000000000002,0.35999999999999993,0.22366666666666668,0.276,0.2856666666666667,0.18799999999999997,0.3856666666666666,0.5814126984126983,0.3770553629496287,0.29083941157524296
--1,-1,0.44,0.8,0.82,0.84,0.44,0.09,0.4066666666666666,0.25166666666666665,0.324,0.3336666666666666,0.204,0.4186666666666667,0.615,0.4101274429849031,0.3292816325463611
--1,-1,0.42,0.74,0.78,0.84,0.42,0.08866666666666667,0.37999999999999995,0.23566666666666664,0.308,0.31766666666666665,0.206,0.42266666666666663,0.5818571428571429,0.40435823767573387,0.323977515434263
--1,-1,0.32,0.54,0.64,0.74,0.32,0.06666666666666667,0.26,0.16166666666666668,0.22800000000000004,0.2356666666666667,0.154,0.3156666666666667,0.44319047619047613,0.2935945171614566,0.2271492750494412
--1,-1,0.44,0.7,0.76,0.82,0.44,0.09000000000000002,0.35999999999999993,0.22366666666666668,0.276,0.2856666666666667,0.18799999999999997,0.3856666666666666,0.5814126984126983,0.3770553629496287,0.29083941157524296
--1,-1,0.48,0.74,0.8,0.86,0.48,0.098,0.3666666666666666,0.22766666666666666,0.304,0.31166666666666665,0.19599999999999998,0.4016666666666666,0.6166666666666667,0.39641992547924204,0.31328986730997044
--1,-1,0.46,0.72,0.76,0.8,0.46,0.09666666666666668,0.38,0.23566666666666666,0.30400000000000005,0.31266666666666665,0.188,0.3856666666666666,0.5913809523809523,0.38741400329791764,0.31551631514697176
--1,-1,0.36,0.56,0.64,0.7,0.36,0.07466666666666667,0.2933333333333333,0.18066666666666667,0.23600000000000002,0.2406666666666667,0.15400000000000003,0.31366666666666665,0.4772222222222222,0.3086081335506985,0.24145562987073435
--1,-1,0.48,0.76,0.86,0.9,0.48,0.10066666666666667,0.38666666666666666,0.23866666666666667,0.308,0.31566666666666665,0.20199999999999996,0.41266666666666657,0.6355,0.4089221118591332,0.3233322684896943
--1,-1,0.48,0.66,0.72,0.88,0.48,0.09700000000000002,0.3533333333333333,0.21866666666666668,0.27599999999999997,0.2826666666666667,0.196,0.4016666666666667,0.6041904761904762,0.39149068607733123,0.3046233392392155
--1,-1,0.4,0.7,0.74,0.84,0.4,0.08466666666666668,0.36,0.22266666666666665,0.28800000000000003,0.2946666666666667,0.19399999999999998,0.39866666666666667,0.5551666666666666,0.3809616035398974,0.3008044801385356
--1,-1,0.34,0.6,0.64,0.7,0.34,0.068,0.29333333333333333,0.18066666666666664,0.256,0.26166666666666666,0.16,0.32666666666666666,0.4745,0.3163887471562768,0.25352706065216835
--1,-1,0.5,0.7,0.84,0.9,0.5,0.10466666666666667,0.38,0.23366666666666666,0.324,0.33166666666666667,0.20199999999999999,0.4126666666666667,0.6263571428571427,0.4094545669474307,0.3236610548684944
--1,-1,0.5,0.68,0.74,0.8,0.5,0.10200000000000001,0.3399999999999999,0.2096666666666666,0.25599999999999995,0.2626666666666666,0.16799999999999998,0.3436666666666666,0.602079365079365,0.3562789819319996,0.27946780160236867
--1,-1,0.46,0.68,0.74,0.84,0.46,0.09666666666666668,0.32,0.19766666666666663,0.28400000000000003,0.2906666666666667,0.19199999999999995,0.3926666666666666,0.5902698412698413,0.37918195804020294,0.28716396925774
--1,-1,0.34,0.58,0.64,0.68,0.34,0.068,0.2866666666666667,0.17666666666666664,0.256,0.26166666666666666,0.162,0.3306666666666666,0.47083333333333327,0.31699117457506754,0.25185735104580675
--1,-1,0.46,0.66,0.76,0.86,0.46,0.094,0.36,0.22166666666666668,0.28800000000000003,0.2936666666666667,0.18999999999999997,0.3876666666666666,0.5880238095238096,0.38165282284582497,0.29517926032245667
--1,-1,0.36,0.54,0.68,0.74,0.36,0.07300000000000001,0.28,0.16899999999999998,0.24799999999999997,0.2526666666666666,0.15,0.30566666666666664,0.47083333333333327,0.2990008640503006,0.2340098877413048
--1,-1,0.46,0.66,0.7,0.84,0.46,0.094,0.30666666666666664,0.18599999999999997,0.24,0.243,0.17999999999999997,0.36766666666666664,0.5746349206349205,0.35403666072510376,0.2616504468038099
--1,-1,0.36,0.58,0.64,0.68,0.36,0.07466666666666667,0.2866666666666666,0.17666666666666667,0.26,0.26466666666666666,0.156,0.31966666666666665,0.47855555555555546,0.31516617152348114,0.2537533171047557
--1,-1,0.44,0.64,0.7,0.82,0.44,0.09000000000000002,0.32666666666666666,0.19799999999999998,0.268,0.27099999999999996,0.174,0.3536666666666666,0.5576904761904762,0.3525296369677544,0.2706982716239424
--1,-1,0.3,0.48,0.56,0.68,0.3,0.062,0.22666666666666668,0.138,0.18799999999999997,0.18999999999999997,0.12599999999999997,0.254,0.41646031746031736,0.249363423951812,0.18742994878731317
--1,-1,0.38,0.58,0.64,0.68,0.38,0.07800000000000001,0.25333333333333335,0.154,0.204,0.206,0.132,0.266,0.48216666666666663,0.2704734699413713,0.20449489750043953
--1,-1,0.44,0.62,0.62,0.66,0.44,0.09266666666666667,0.2866666666666666,0.17666666666666664,0.236,0.24066666666666667,0.15,0.30566666666666664,0.5266666666666666,0.3151507399249671,0.24866290117496687

 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,-1,0.12,0.32,0.48,0.58,0.12,0.026000000000000002,0.13333333333333333,0.08466666666666667,0.14,0.1456666666666667,0.098,0.20166666666666663,0.26243650793650797,0.17266171549261825,0.1274365931090363
+-1,-1,0.26,0.36,0.48,0.64,0.26,0.052000000000000005,0.12666666666666665,0.07600000000000001,0.128,0.131,0.1,0.204,0.3489126984126984,0.18798354592069366,0.1379120212807064

Information-Retrieval_evaluation_NanoSciFact_results.csv CHANGED Viewed

@@ -1,31 +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,-1,0.48,0.6,0.64,0.8,0.48,0.435,0.22666666666666668,0.585,0.148,0.63,0.09,0.79,0.5592777777777777,0.6050538780432089,0.5513100730514523
--1,-1,0.42,0.6,0.72,0.8,0.42,0.375,0.22666666666666668,0.585,0.16399999999999998,0.71,0.09,0.79,0.5377777777777778,0.5904244465583846,0.531862069120438
--1,-1,0.42,0.64,0.74,0.76,0.42,0.385,0.2333333333333333,0.615,0.16799999999999998,0.73,0.086,0.75,0.5455000000000001,0.5912355312609557,0.5434068224487171
--1,-1,0.56,0.66,0.78,0.8,0.56,0.54,0.2333333333333333,0.64,0.16799999999999998,0.755,0.088,0.785,0.6335555555555554,0.6666773498732055,0.6301298500985915
--1,-1,0.66,0.78,0.8,0.84,0.66,0.625,0.2866666666666666,0.765,0.176,0.785,0.09399999999999999,0.83,0.7288571428571429,0.7501155240015368,0.7260669634749399
--1,-1,0.64,0.74,0.78,0.84,0.64,0.605,0.26,0.72,0.17199999999999996,0.775,0.09399999999999999,0.83,0.6995238095238097,0.7261784618839369,0.692363449491257
--1,-1,0.54,0.62,0.68,0.78,0.54,0.505,0.22,0.605,0.14800000000000002,0.67,0.08799999999999997,0.77,0.6037142857142856,0.6369569682887986,0.5980723176336579
--1,-1,0.4,0.56,0.68,0.82,0.4,0.365,0.20666666666666667,0.54,0.156,0.67,0.092,0.81,0.5163809523809523,0.5786729320169597,0.5080130860531493
--1,-1,0.44,0.62,0.68,0.76,0.44,0.405,0.23333333333333336,0.605,0.156,0.67,0.08599999999999998,0.75,0.5513809523809523,0.5979962793714768,0.5573177733530136
--1,-1,0.54,0.72,0.82,0.86,0.54,0.505,0.26666666666666666,0.705,0.184,0.815,0.09799999999999998,0.86,0.6388333333333331,0.6928979313137813,0.6431673130790777
--1,-1,0.54,0.62,0.68,0.78,0.54,0.505,0.22,0.605,0.14800000000000002,0.67,0.08799999999999997,0.77,0.6037142857142856,0.6369569682887986,0.5980723176336579
--1,-1,0.38,0.5,0.56,0.74,0.38,0.345,0.18,0.47,0.132,0.55,0.08599999999999998,0.74,0.47410317460317464,0.5305656106537925,0.47051873061317523
--1,-1,0.42,0.58,0.7,0.78,0.42,0.375,0.21333333333333335,0.555,0.15600000000000003,0.68,0.088,0.77,0.5328888888888889,0.5788914385366478,0.5182104899930987
--1,-1,0.52,0.62,0.68,0.8,0.52,0.485,0.2333333333333333,0.605,0.16,0.68,0.092,0.8,0.598079365079365,0.6441979462319652,0.6011822474216091
--1,-1,0.58,0.7,0.78,0.84,0.58,0.545,0.26,0.695,0.17199999999999996,0.765,0.09599999999999997,0.84,0.6566666666666667,0.70003914380414,0.6564466588322336
--1,-1,0.36,0.5,0.54,0.72,0.36,0.325,0.18,0.47,0.128,0.53,0.08399999999999999,0.72,0.45940476190476187,0.516487368710134,0.4597386840212927
--1,-1,0.42,0.52,0.58,0.76,0.42,0.385,0.19333333333333336,0.495,0.132,0.56,0.08799999999999997,0.76,0.5094523809523809,0.5619609261041664,0.5017938571426928
--1,-1,0.56,0.7,0.76,0.86,0.56,0.525,0.26,0.685,0.17599999999999993,0.76,0.09799999999999999,0.86,0.6533333333333334,0.7001825387103408,0.6537051282051283
--1,-1,0.52,0.68,0.76,0.84,0.52,0.485,0.2533333333333333,0.675,0.16799999999999998,0.745,0.09599999999999997,0.84,0.6191666666666666,0.671924698303424,0.62085644979463
--1,-1,0.34,0.5,0.54,0.64,0.34,0.305,0.18,0.47,0.12400000000000003,0.52,0.07400000000000001,0.63,0.42055555555555557,0.4615164989979999,0.41540588317922533
--1,-1,0.4,0.56,0.64,0.7,0.4,0.365,0.20666666666666667,0.535,0.14400000000000002,0.62,0.08199999999999999,0.7,0.49455555555555547,0.5370565393725134,0.48871815159455606
--1,-1,0.56,0.7,0.76,0.84,0.56,0.525,0.26,0.685,0.17599999999999993,0.76,0.09599999999999997,0.84,0.6513333333333332,0.6944012421839829,0.65352331002331
--1,-1,0.54,0.62,0.7,0.74,0.54,0.505,0.22666666666666666,0.61,0.15600000000000003,0.685,0.08599999999999998,0.74,0.5971666666666666,0.6295189710893494,0.599130248978075
--1,-1,0.3,0.42,0.52,0.62,0.3,0.265,0.14666666666666667,0.38,0.12,0.5,0.07200000000000001,0.61,0.37949999999999995,0.4241161704119403,0.3683841412805895
--1,-1,0.36,0.54,0.6,0.68,0.36,0.325,0.2,0.515,0.136,0.58,0.076,0.66,0.46946825396825387,0.5054872304018916,0.46018750511209533
--1,-1,0.54,0.7,0.76,0.84,0.54,0.505,0.2533333333333333,0.68,0.17599999999999993,0.76,0.09599999999999997,0.84,0.6369126984126985,0.6844325567315029,0.6389995767091675
--1,-1,0.48,0.54,0.62,0.68,0.48,0.445,0.19333333333333336,0.52,0.14,0.6,0.08,0.68,0.5318571428571428,0.5618706429753196,0.5267835796727546
--1,-1,0.2,0.36,0.42,0.46,0.2,0.165,0.13333333333333333,0.33,0.09600000000000002,0.395,0.05400000000000001,0.445,0.28835714285714287,0.3169101421487284,0.277471197929233
--1,-1,0.32,0.36,0.42,0.54,0.32,0.285,0.13333333333333333,0.335,0.096,0.405,0.062,0.52,0.3695555555555556,0.3950530704298494,0.358387950426543
--1,-1,0.42,0.56,0.62,0.66,0.42,0.385,0.2,0.53,0.14800000000000002,0.62,0.078,0.66,0.5073333333333333,0.5398417056635298,0.5098090199971005

 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,-1,0.16,0.26,0.28,0.32,0.16,0.135,0.09333333333333332,0.23,0.064,0.26,0.038,0.305,0.2172222222222222,0.22969419672785193,0.21109276540119015
+-1,-1,0.2,0.3,0.34,0.38,0.2,0.175,0.10666666666666666,0.285,0.08,0.325,0.046000000000000006,0.37,0.2505,0.2737205402887792,0.24776085289830674

Information-Retrieval_evaluation_NanoTouche2020_results.csv CHANGED Viewed

@@ -1,31 +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,-1,0.4489795918367347,0.7142857142857143,0.8367346938775511,0.9795918367346939,0.4489795918367347,0.03145284890764548,0.3877551020408163,0.08052290820807267,0.37959183673469393,0.12752705262749714,0.3285714285714286,0.21259838452857663,0.6169663103336572,0.36562572315623365,0.2636080363851069
--1,-1,0.4897959183673469,0.7346938775510204,0.9183673469387755,0.9795918367346939,0.4897959183673469,0.036680425563793556,0.4217687074829932,0.08642761444085062,0.42857142857142866,0.14698835374830416,0.38367346938775504,0.24761142000439446,0.6486880466472302,0.41533852850001507,0.2956958628361211
--1,-1,0.46938775510204084,0.8571428571428571,0.8979591836734694,0.9591836734693877,0.46938775510204084,0.03591160763016919,0.4897959183673469,0.10821057390594244,0.4571428571428572,0.16225107732738817,0.36938775510204086,0.24825484731314076,0.6547052154195011,0.4179909153419783,0.3079645674841381
--1,-1,0.5510204081632653,0.673469387755102,0.7959183673469388,0.8979591836734694,0.5510204081632653,0.039329788089165985,0.4353741496598639,0.09363652863049189,0.4163265306122449,0.1470890633955627,0.336734693877551,0.22874136230534553,0.6524619371558147,0.39385768020266143,0.2920370000582227
--1,-1,0.4897959183673469,0.7959183673469388,0.8571428571428571,0.9591836734693877,0.4897959183673469,0.039239921828048606,0.4693877551020407,0.10351413183705138,0.4408163265306122,0.15968234788843697,0.3857142857142857,0.26630751426172417,0.6522918691286037,0.4277395666699261,0.32178730465967126
--1,-1,0.5714285714285714,0.7959183673469388,0.8367346938775511,1.0,0.5714285714285714,0.037950501643135445,0.46938775510204084,0.0980082949209636,0.42857142857142855,0.15022603944116117,0.39591836734693875,0.2693254394840462,0.7094590217039197,0.44281330307931555,0.3200871943932675
--1,-1,0.6122448979591837,0.8163265306122449,0.9183673469387755,0.9795918367346939,0.6122448979591837,0.043687253263675355,0.5306122448979591,0.11567711645152232,0.48571428571428565,0.17379773177120716,0.42857142857142855,0.2854021806590398,0.7382896015549075,0.48361355760830715,0.3640696958602512
--1,-1,0.5102040816326531,0.7959183673469388,0.8979591836734694,0.9183673469387755,0.5102040816326531,0.03854267866697781,0.4965986394557823,0.10902757502622276,0.4816326530612245,0.16598150420023525,0.3938775510204081,0.2628015390404495,0.6712585034013605,0.44267616813783334,0.3390085284860797
--1,-1,0.5306122448979592,0.8571428571428571,0.8979591836734694,0.9795918367346939,0.5306122448979592,0.039526113999152644,0.5510204081632653,0.11537854933328684,0.5102040816326532,0.17364885334764324,0.40204081632653066,0.26913088576893424,0.7014415289925494,0.4579555008551029,0.34517137650160645
--1,-1,0.5714285714285714,0.7346938775510204,0.8571428571428571,0.8979591836734694,0.5714285714285714,0.04160307096696755,0.48979591836734687,0.10938109580497314,0.46938775510204084,0.16462035443893633,0.40408163265306124,0.27764072821348407,0.6836977648202137,0.45369150936664365,0.34573275558813277
--1,-1,0.6122448979591837,0.8163265306122449,0.9183673469387755,0.9795918367346939,0.6122448979591837,0.043687253263675355,0.5306122448979591,0.11567711645152232,0.48571428571428565,0.17379773177120716,0.42857142857142855,0.2854021806590398,0.7382896015549075,0.48361355760830715,0.3640696958602512
--1,-1,0.5510204081632653,0.8163265306122449,0.8979591836734694,0.9183673469387755,0.5510204081632653,0.04038091396109546,0.5442176870748298,0.11742651442897102,0.46938775510204084,0.16752011739210812,0.3897959183673469,0.2612054305395196,0.6896825396825397,0.44501341794656196,0.3370332763378243
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--1,-1,0.5714285714285714,0.8571428571428571,0.9183673469387755,0.9795918367346939,0.5714285714285714,0.04022291837361229,0.5442176870748299,0.11881875625150395,0.5020408163265306,0.1787282548110259,0.4224489795918368,0.28547827748371013,0.7197764820213798,0.4766215396698446,0.357802376189887
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--1,-1,0.5510204081632653,0.8163265306122449,0.8979591836734694,0.9591836734693877,0.5510204081632653,0.041044891235058834,0.5170068027210885,0.10963776356983411,0.5142857142857142,0.18394414517370525,0.4061224489795918,0.27014866763261464,0.6948979591836734,0.459508446851825,0.3482148481211664
--1,-1,0.6122448979591837,0.8163265306122449,0.8571428571428571,0.9795918367346939,0.6122448979591837,0.04304363166329577,0.510204081632653,0.11188673681342907,0.4857142857142857,0.1733248139294994,0.4061224489795919,0.2762963017123755,0.7385163589245223,0.4663612119909862,0.3560529751052228
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--1,-1,0.6122448979591837,0.8163265306122449,0.8571428571428571,0.9795918367346939,0.6122448979591837,0.04304363166329577,0.510204081632653,0.11193091032699033,0.4857142857142857,0.1733248139294994,0.40816326530612246,0.27705215961109053,0.7387998056365404,0.46791607486351555,0.35642661219015176
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--1,-1,0.5306122448979592,0.8163265306122449,0.8571428571428571,0.9591836734693877,0.5306122448979592,0.0357154474859051,0.4829931972789115,0.09952008767216199,0.4489795918367347,0.1552200163482205,0.36938775510204086,0.24755840994384426,0.6867913832199547,0.41997617822785366,0.29666098443409494
--1,-1,0.5510204081632653,0.8367346938775511,0.8979591836734694,0.9795918367346939,0.5510204081632653,0.04003235129260482,0.5170068027210885,0.10793989356094978,0.4938775510204081,0.172549578322173,0.41632653061224495,0.2818845927319976,0.7097424684159378,0.46678620623082895,0.3354042261183708
--1,-1,0.6122448979591837,0.8367346938775511,0.9387755102040817,0.9795918367346939,0.6122448979591837,0.04261846159526855,0.5238095238095238,0.11310802492381491,0.48979591836734704,0.17549525482392914,0.41836734693877553,0.285598908591513,0.7421768707482992,0.4763620784420955,0.357725600182186
--1,-1,0.4897959183673469,0.7755102040816326,0.8367346938775511,1.0,0.4897959183673469,0.03643545588582757,0.46258503401360546,0.09797151935416279,0.436734693877551,0.15541127788533005,0.3816326530612244,0.26155265982169057,0.6553206997084547,0.4247890449649847,0.31946609885183697
--1,-1,0.5102040816326531,0.8571428571428571,0.8775510204081632,0.9591836734693877,0.5102040816326531,0.03546188880331691,0.5238095238095238,0.1036663627657176,0.44489795918367353,0.1506060738063837,0.34081632653061217,0.22182693400719472,0.6879494655004861,0.40045396408565004,0.2689621171490153
--1,-1,0.6122448979591837,0.8367346938775511,0.9183673469387755,0.9795918367346939,0.6122448979591837,0.04275903382989581,0.5510204081632653,0.11299061295153554,0.4571428571428572,0.1614214408484043,0.3714285714285715,0.2434754636208751,0.7399902818270164,0.43775419913698366,0.30893838089266745
--1,-1,0.5510204081632653,0.8163265306122449,0.8775510204081632,0.9387755102040817,0.5510204081632653,0.03916545354063725,0.5238095238095237,0.11717675637815203,0.4816326530612245,0.1765645932622101,0.39795918367346933,0.27397312241959443,0.6973598963394882,0.45413464466269127,0.3520409515809864

 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,-1,0.42857142857142855,0.7346938775510204,0.8163265306122449,0.9591836734693877,0.42857142857142855,0.033499396390960334,0.42857142857142855,0.09067039720354064,0.3673469387755102,0.12692892394216676,0.3040816326530612,0.1949158483631637,0.6068756073858115,0.34789604783339456,0.24861745453419232
+-1,-1,0.5102040816326531,0.6938775510204082,0.8367346938775511,0.9183673469387755,0.5102040816326531,0.03843268640196565,0.4081632653061224,0.08879738447702933,0.39183673469387753,0.14115407637278626,0.32653061224489793,0.21644573734426228,0.6354227405247813,0.37353019419538835,0.2727638999098376

NanoBEIR_evaluation_mean_results.csv CHANGED Viewed

@@ -1,31 +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,-1,0.42992150706436427,0.6257142857142857,0.7212872841444271,0.7891993720565149,0.42992150706436427,0.24818278127867163,0.27803244374672936,0.4031381056643362,0.22089167974882265,0.47843016489807155,0.15173626373626373,0.5466626482835049,0.5479589469487428,0.4875413547554317,0.4106720689962823
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config.json CHANGED Viewed

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 {
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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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 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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@@ -1,231 +1,231 @@
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