| { | |
| "epoch": 3.0, | |
| "test_art-broadcastprogram": { | |
| "f1": 0.588334742180896, | |
| "number": 603, | |
| "precision": 0.6, | |
| "recall": 0.5771144278606966 | |
| }, | |
| "test_art-film": { | |
| "f1": 0.7418712674187126, | |
| "number": 750, | |
| "precision": 0.7384412153236459, | |
| "recall": 0.7453333333333333 | |
| }, | |
| "test_art-music": { | |
| "f1": 0.755849440488301, | |
| "number": 1029, | |
| "precision": 0.7929562433297759, | |
| "recall": 0.7220602526724975 | |
| }, | |
| "test_art-other": { | |
| "f1": 0.3446088794926005, | |
| "number": 562, | |
| "precision": 0.4244791666666667, | |
| "recall": 0.2900355871886121 | |
| }, | |
| "test_art-painting": { | |
| "f1": 0.4646464646464647, | |
| "number": 57, | |
| "precision": 0.5476190476190477, | |
| "recall": 0.40350877192982454 | |
| }, | |
| "test_art-writtenart": { | |
| "f1": 0.6469085334695963, | |
| "number": 968, | |
| "precision": 0.6400404448938322, | |
| "recall": 0.6539256198347108 | |
| }, | |
| "test_building-airport": { | |
| "f1": 0.8230452674897119, | |
| "number": 364, | |
| "precision": 0.821917808219178, | |
| "recall": 0.8241758241758241 | |
| }, | |
| "test_building-hospital": { | |
| "f1": 0.7525510204081632, | |
| "number": 364, | |
| "precision": 0.7023809523809523, | |
| "recall": 0.8104395604395604 | |
| }, | |
| "test_building-hotel": { | |
| "f1": 0.7228464419475654, | |
| "number": 265, | |
| "precision": 0.7174721189591078, | |
| "recall": 0.7283018867924528 | |
| }, | |
| "test_building-library": { | |
| "f1": 0.7347517730496453, | |
| "number": 355, | |
| "precision": 0.74, | |
| "recall": 0.7295774647887324 | |
| }, | |
| "test_building-other": { | |
| "f1": 0.5868801249511909, | |
| "number": 2543, | |
| "precision": 0.58278402481582, | |
| "recall": 0.5910342115611482 | |
| }, | |
| "test_building-restaurant": { | |
| "f1": 0.5365853658536586, | |
| "number": 232, | |
| "precision": 0.5525114155251142, | |
| "recall": 0.521551724137931 | |
| }, | |
| "test_building-sportsfacility": { | |
| "f1": 0.6931937172774869, | |
| "number": 420, | |
| "precision": 0.6186915887850467, | |
| "recall": 0.7880952380952381 | |
| }, | |
| "test_building-theater": { | |
| "f1": 0.733615221987315, | |
| "number": 455, | |
| "precision": 0.7067209775967414, | |
| "recall": 0.7626373626373626 | |
| }, | |
| "test_event-attack/battle/war/militaryconflict": { | |
| "f1": 0.7505720823798627, | |
| "number": 1098, | |
| "precision": 0.7543698252069917, | |
| "recall": 0.7468123861566485 | |
| }, | |
| "test_event-disaster": { | |
| "f1": 0.5583756345177665, | |
| "number": 207, | |
| "precision": 0.5882352941176471, | |
| "recall": 0.5314009661835749 | |
| }, | |
| "test_event-election": { | |
| "f1": 0.2877697841726619, | |
| "number": 182, | |
| "precision": 0.4166666666666667, | |
| "recall": 0.21978021978021978 | |
| }, | |
| "test_event-other": { | |
| "f1": 0.44303797468354433, | |
| "number": 866, | |
| "precision": 0.49019607843137253, | |
| "recall": 0.40415704387990764 | |
| }, | |
| "test_event-protest": { | |
| "f1": 0.3186440677966102, | |
| "number": 166, | |
| "precision": 0.3643410852713178, | |
| "recall": 0.28313253012048195 | |
| }, | |
| "test_event-sportsevent": { | |
| "f1": 0.6181588105030055, | |
| "number": 1566, | |
| "precision": 0.6125391849529781, | |
| "recall": 0.623882503192848 | |
| }, | |
| "test_location-GPE": { | |
| "f1": 0.8321414950419527, | |
| "number": 20409, | |
| "precision": 0.810239985145987, | |
| "recall": 0.855259934342692 | |
| }, | |
| "test_location-bodiesofwater": { | |
| "f1": 0.7282258064516128, | |
| "number": 1169, | |
| "precision": 0.6887871853546911, | |
| "recall": 0.7724550898203593 | |
| }, | |
| "test_location-island": { | |
| "f1": 0.6836483155299917, | |
| "number": 646, | |
| "precision": 0.7285464098073555, | |
| "recall": 0.6439628482972136 | |
| }, | |
| "test_location-mountain": { | |
| "f1": 0.7226647356987691, | |
| "number": 681, | |
| "precision": 0.7128571428571429, | |
| "recall": 0.7327459618208517 | |
| }, | |
| "test_location-other": { | |
| "f1": 0.32306363374604086, | |
| "number": 2191, | |
| "precision": 0.437597503900156, | |
| "recall": 0.25604746691008673 | |
| }, | |
| "test_location-park": { | |
| "f1": 0.6945054945054945, | |
| "number": 458, | |
| "precision": 0.6991150442477876, | |
| "recall": 0.6899563318777293 | |
| }, | |
| "test_location-road/railway/highway/transit": { | |
| "f1": 0.70939925265881, | |
| "number": 1700, | |
| "precision": 0.6936481169196178, | |
| "recall": 0.7258823529411764 | |
| }, | |
| "test_loss": 0.023223718628287315, | |
| "test_organization-company": { | |
| "f1": 0.6916655965069989, | |
| "number": 3896, | |
| "precision": 0.6921099974299666, | |
| "recall": 0.6912217659137577 | |
| }, | |
| "test_organization-education": { | |
| "f1": 0.7900167986561075, | |
| "number": 2067, | |
| "precision": 0.7838095238095238, | |
| "recall": 0.7963231736816643 | |
| }, | |
| "test_organization-government/governmentagency": { | |
| "f1": 0.48308475809385226, | |
| "number": 1511, | |
| "precision": 0.5363489499192245, | |
| "recall": 0.43944407677035074 | |
| }, | |
| "test_organization-media/newspaper": { | |
| "f1": 0.645060523233112, | |
| "number": 1232, | |
| "precision": 0.6215199398043642, | |
| "recall": 0.6704545454545454 | |
| }, | |
| "test_organization-other": { | |
| "f1": 0.5444166963967176, | |
| "number": 4439, | |
| "precision": 0.5765743073047859, | |
| "recall": 0.5156566794323045 | |
| }, | |
| "test_organization-politicalparty": { | |
| "f1": 0.6859173700577521, | |
| "number": 1054, | |
| "precision": 0.6449456975772765, | |
| "recall": 0.7324478178368121 | |
| }, | |
| "test_organization-religion": { | |
| "f1": 0.5560109289617486, | |
| "number": 672, | |
| "precision": 0.5138888888888888, | |
| "recall": 0.6056547619047619 | |
| }, | |
| "test_organization-showorganization": { | |
| "f1": 0.5638366817887231, | |
| "number": 769, | |
| "precision": 0.562015503875969, | |
| "recall": 0.5656697009102731 | |
| }, | |
| "test_organization-sportsleague": { | |
| "f1": 0.6443327749860414, | |
| "number": 882, | |
| "precision": 0.6347634763476347, | |
| "recall": 0.6541950113378685 | |
| }, | |
| "test_organization-sportsteam": { | |
| "f1": 0.7345897133882999, | |
| "number": 2473, | |
| "precision": 0.7138496756962991, | |
| "recall": 0.7565709664375253 | |
| }, | |
| "test_other-astronomything": { | |
| "f1": 0.752, | |
| "number": 678, | |
| "precision": 0.7417503586800573, | |
| "recall": 0.7625368731563422 | |
| }, | |
| "test_other-award": { | |
| "f1": 0.7002262443438915, | |
| "number": 919, | |
| "precision": 0.7290930506478209, | |
| "recall": 0.6735582154515778 | |
| }, | |
| "test_other-biologything": { | |
| "f1": 0.6497237569060773, | |
| "number": 1874, | |
| "precision": 0.6735395189003437, | |
| "recall": 0.6275346851654215 | |
| }, | |
| "test_other-chemicalthing": { | |
| "f1": 0.583206106870229, | |
| "number": 1014, | |
| "precision": 0.6025236593059937, | |
| "recall": 0.5650887573964497 | |
| }, | |
| "test_other-currency": { | |
| "f1": 0.7546322290847838, | |
| "number": 799, | |
| "precision": 0.6843177189409368, | |
| "recall": 0.8410513141426783 | |
| }, | |
| "test_other-disease": { | |
| "f1": 0.6662484316185696, | |
| "number": 749, | |
| "precision": 0.6284023668639053, | |
| "recall": 0.7089452603471295 | |
| }, | |
| "test_other-educationaldegree": { | |
| "f1": 0.5943012211668929, | |
| "number": 363, | |
| "precision": 0.5855614973262032, | |
| "recall": 0.6033057851239669 | |
| }, | |
| "test_other-god": { | |
| "f1": 0.6474926253687314, | |
| "number": 635, | |
| "precision": 0.608876560332871, | |
| "recall": 0.6913385826771653 | |
| }, | |
| "test_other-language": { | |
| "f1": 0.7224563515954245, | |
| "number": 753, | |
| "precision": 0.6607929515418502, | |
| "recall": 0.796812749003984 | |
| }, | |
| "test_other-law": { | |
| "f1": 0.6958290946083417, | |
| "number": 472, | |
| "precision": 0.6692759295499021, | |
| "recall": 0.7245762711864406 | |
| }, | |
| "test_other-livingthing": { | |
| "f1": 0.6041909196740396, | |
| "number": 863, | |
| "precision": 0.6070175438596491, | |
| "recall": 0.6013904982618772 | |
| }, | |
| "test_other-medical": { | |
| "f1": 0.5087719298245613, | |
| "number": 397, | |
| "precision": 0.5062344139650873, | |
| "recall": 0.5113350125944585 | |
| }, | |
| "test_overall_accuracy": 0.9227814069042201, | |
| "test_overall_f1": 0.6884821229658107, | |
| "test_overall_precision": 0.6890426017339362, | |
| "test_overall_recall": 0.6879225552622042, | |
| "test_person-actor": { | |
| "f1": 0.7961965134706814, | |
| "number": 1637, | |
| "precision": 0.8274044795783926, | |
| "recall": 0.7672571777642028 | |
| }, | |
| "test_person-artist/author": { | |
| "f1": 0.7017641339074872, | |
| "number": 3463, | |
| "precision": 0.6761241970021413, | |
| "recall": 0.7294253537395322 | |
| }, | |
| "test_person-athlete": { | |
| "f1": 0.823791566678094, | |
| "number": 2879, | |
| "precision": 0.8131979695431472, | |
| "recall": 0.8346648141715873 | |
| }, | |
| "test_person-director": { | |
| "f1": 0.6786355475763016, | |
| "number": 554, | |
| "precision": 0.675, | |
| "recall": 0.6823104693140795 | |
| }, | |
| "test_person-other": { | |
| "f1": 0.6429391504018369, | |
| "number": 8767, | |
| "precision": 0.6471743903848376, | |
| "recall": 0.6387589825481921 | |
| }, | |
| "test_person-politician": { | |
| "f1": 0.6607080266386259, | |
| "number": 2859, | |
| "precision": 0.6621004566210046, | |
| "recall": 0.6593214410633088 | |
| }, | |
| "test_person-scholar": { | |
| "f1": 0.5092402464065708, | |
| "number": 743, | |
| "precision": 0.5181058495821727, | |
| "recall": 0.5006729475100942 | |
| }, | |
| "test_person-soldier": { | |
| "f1": 0.49331352154531943, | |
| "number": 647, | |
| "precision": 0.474964234620887, | |
| "recall": 0.5131375579598145 | |
| }, | |
| "test_product-airplane": { | |
| "f1": 0.646415552855407, | |
| "number": 792, | |
| "precision": 0.6229508196721312, | |
| "recall": 0.6717171717171717 | |
| }, | |
| "test_product-car": { | |
| "f1": 0.7234042553191489, | |
| "number": 687, | |
| "precision": 0.7292899408284024, | |
| "recall": 0.7176128093158661 | |
| }, | |
| "test_product-food": { | |
| "f1": 0.5456760048721071, | |
| "number": 432, | |
| "precision": 0.5758354755784062, | |
| "recall": 0.5185185185185185 | |
| }, | |
| "test_product-game": { | |
| "f1": 0.6887966804979253, | |
| "number": 493, | |
| "precision": 0.7048832271762208, | |
| "recall": 0.6734279918864098 | |
| }, | |
| "test_product-other": { | |
| "f1": 0.4668094218415418, | |
| "number": 1608, | |
| "precision": 0.5477386934673367, | |
| "recall": 0.40671641791044777 | |
| }, | |
| "test_product-ship": { | |
| "f1": 0.6319895968790638, | |
| "number": 380, | |
| "precision": 0.6246786632390745, | |
| "recall": 0.6394736842105263 | |
| }, | |
| "test_product-software": { | |
| "f1": 0.6626240352811467, | |
| "number": 889, | |
| "precision": 0.6497297297297298, | |
| "recall": 0.6760404949381328 | |
| }, | |
| "test_product-train": { | |
| "f1": 0.5616224648985959, | |
| "number": 314, | |
| "precision": 0.5504587155963303, | |
| "recall": 0.5732484076433121 | |
| }, | |
| "test_product-weapon": { | |
| "f1": 0.5299910474485229, | |
| "number": 624, | |
| "precision": 0.6004056795131846, | |
| "recall": 0.47435897435897434 | |
| }, | |
| "test_runtime": 632.5801, | |
| "test_samples_per_second": 73.524, | |
| "test_steps_per_second": 4.595 | |
| } |