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bert-base-cased/scandeval_benchmark_results.jsonl
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{"dataset": "conll-en", "task": "named-entity-recognition", "dataset_languages": ["en"], "model": "google-bert/bert-base-cased", "results": {"raw": {"test": [{"test_loss": 0.10647062957286835, "test_micro_f1_no_misc": 0.8912957074721781, "test_micro_f1": 0.8843286854336578, "test_runtime": 3.4656, "test_samples_per_second": 590.945, "test_steps_per_second": 18.467}, {"test_loss": 0.1234714686870575, "test_micro_f1_no_misc": 0.8576522473491602, "test_micro_f1": 0.8627218934911243, "test_runtime": 3.2647, "test_samples_per_second": 627.322, "test_steps_per_second": 19.604}, {"test_loss": 0.09959454834461212, "test_micro_f1_no_misc": 0.88833299979988, "test_micro_f1": 0.8872931079779315, "test_runtime": 2.9828, "test_samples_per_second": 686.593, "test_steps_per_second": 21.456}, {"test_loss": 0.12570388615131378, "test_micro_f1_no_misc": 0.8748299319727891, "test_micro_f1": 0.867345207803223, "test_runtime": 3.1409, "test_samples_per_second": 652.048, "test_steps_per_second": 20.377}, {"test_loss": 0.11892833560705185, "test_micro_f1_no_misc": 0.8754455074094916, "test_micro_f1": 0.874481843806997, "test_runtime": 3.1974, "test_samples_per_second": 640.52, "test_steps_per_second": 20.016}, {"test_loss": 0.12700966000556946, "test_micro_f1_no_misc": 0.867836710947348, "test_micro_f1": 0.8649991433955798, "test_runtime": 3.2786, "test_samples_per_second": 624.651, "test_steps_per_second": 19.52}, {"test_loss": 0.12428999692201614, "test_micro_f1_no_misc": 0.8586272354880607, "test_micro_f1": 0.8572683355292051, "test_runtime": 3.2822, "test_samples_per_second": 623.965, "test_steps_per_second": 19.499}, {"test_loss": 0.10723806917667389, "test_micro_f1_no_misc": 0.8714840420494364, "test_micro_f1": 0.8718688970026321, "test_runtime": 3.3225, "test_samples_per_second": 616.409, "test_steps_per_second": 19.263}, {"test_loss": 0.11659601330757141, "test_micro_f1_no_misc": 0.8624188311688311, "test_micro_f1": 0.8586822116233881, "test_runtime": 3.0035, "test_samples_per_second": 681.882, "test_steps_per_second": 21.309}, {"test_loss": 0.11534880101680756, "test_micro_f1_no_misc": 0.8906297077432962, "test_micro_f1": 0.8819919340697878, "test_runtime": 3.3912, "test_samples_per_second": 603.908, "test_steps_per_second": 18.872}]}, "total": {"test_micro_f1_no_misc": 87.3855292140047, "test_micro_f1_no_misc_se": 0.7909659776206757, "test_micro_f1": 87.10981260133525, "test_micro_f1_se": 0.6646378726252684}}, "num_model_parameters": 108932934, "max_sequence_length": 512, "vocabulary_size": 28996, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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{"dataset": "sst5", "task": "sentiment-classification", "dataset_languages": ["en"], "model": "google-bert/bert-base-cased", "results": {"raw": {"test": [{"test_loss": 0.6880475282669067, "test_mcc": 0.5592032556533473, "test_macro_f1": 0.5300497039900085, "test_runtime": 1.3564, "test_samples_per_second": 1509.845, "test_steps_per_second": 47.183}, {"test_loss": 0.7337994575500488, "test_mcc": 0.5301392047161134, "test_macro_f1": 0.5194214919368294, "test_runtime": 1.4134, "test_samples_per_second": 1448.984, "test_steps_per_second": 45.281}, {"test_loss": 0.748664140701294, "test_mcc": 0.5187585953687579, "test_macro_f1": 0.5144846914959412, "test_runtime": 1.3947, "test_samples_per_second": 1468.381, "test_steps_per_second": 45.887}, {"test_loss": 0.7187316417694092, "test_mcc": 0.5287022078670306, "test_macro_f1": 0.5267432996590403, "test_runtime": 1.3822, "test_samples_per_second": 1481.685, "test_steps_per_second": 46.303}, {"test_loss": 0.738970160484314, "test_mcc": 0.5201150241468389, "test_macro_f1": 0.5142308526123448, "test_runtime": 1.4222, "test_samples_per_second": 1440.012, "test_steps_per_second": 45.0}, {"test_loss": 0.7077791690826416, "test_mcc": 0.551961670751684, "test_macro_f1": 0.53676158143593, "test_runtime": 1.3394, "test_samples_per_second": 1529.014, "test_steps_per_second": 47.782}, {"test_loss": 0.6750059127807617, "test_mcc": 0.5738058785051943, "test_macro_f1": 0.5365215023534348, "test_runtime": 1.4007, "test_samples_per_second": 1462.172, "test_steps_per_second": 45.693}, {"test_loss": 0.6679902076721191, "test_mcc": 0.5811037867118652, "test_macro_f1": 0.5790865467935337, "test_runtime": 1.3297, "test_samples_per_second": 1540.168, "test_steps_per_second": 48.13}, {"test_loss": 0.7121360301971436, "test_mcc": 0.5341476585911903, "test_macro_f1": 0.5333897070496767, "test_runtime": 1.4048, "test_samples_per_second": 1457.81, "test_steps_per_second": 45.557}, {"test_loss": 0.7052565813064575, "test_mcc": 0.551364667518622, "test_macro_f1": 0.5317766880549181, "test_runtime": 1.3452, "test_samples_per_second": 1522.413, "test_steps_per_second": 47.575}]}, "total": {"test_mcc": 54.49301949830645, "test_mcc_se": 1.3604445147652482, "test_macro_f1": 53.22466065381657, "test_macro_f1_se": 1.1454438147142147}}, "num_model_parameters": 108932934, "max_sequence_length": 512, "vocabulary_size": 28996, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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{"dataset": "scala-en", "task": "linguistic-acceptability", "dataset_languages": ["en"], "model": "google-bert/bert-base-cased", "results": {"raw": {"test": [{"test_loss": 0.5387656688690186, "test_mcc": 0.5091779004502508, "test_macro_f1": 0.7479614529280949, "test_runtime": 1.5843, "test_samples_per_second": 1292.708, "test_steps_per_second": 40.397}, {"test_loss": 0.5398483276367188, "test_mcc": 0.4771044792620628, "test_macro_f1": 0.7254718648728273, "test_runtime": 1.6096, "test_samples_per_second": 1272.36, "test_steps_per_second": 39.761}, {"test_loss": 0.5434010028839111, "test_mcc": 0.5333061529781882, "test_macro_f1": 0.7496576745883805, "test_runtime": 1.6003, "test_samples_per_second": 1279.741, "test_steps_per_second": 39.992}, {"test_loss": 0.514390230178833, "test_mcc": 0.5462747924264303, "test_macro_f1": 0.7598220904373609, "test_runtime": 1.5872, "test_samples_per_second": 1290.312, "test_steps_per_second": 40.322}, {"test_loss": 0.4888911247253418, "test_mcc": 0.5762224511684766, "test_macro_f1": 0.773345759552656, "test_runtime": 1.6205, "test_samples_per_second": 1263.793, "test_steps_per_second": 39.494}, {"test_loss": 0.5240790843963623, "test_mcc": 0.5168776795236485, "test_macro_f1": 0.7469810943436861, "test_runtime": 1.601, "test_samples_per_second": 1279.204, "test_steps_per_second": 39.975}, {"test_loss": 0.5319006443023682, "test_mcc": 0.5267786695678573, "test_macro_f1": 0.7553277233437153, "test_runtime": 1.6066, "test_samples_per_second": 1274.759, "test_steps_per_second": 39.836}, {"test_loss": 0.5629210472106934, "test_mcc": 0.47327089201046596, "test_macro_f1": 0.7103055841474275, "test_runtime": 1.6328, "test_samples_per_second": 1254.315, "test_steps_per_second": 39.197}, {"test_loss": 0.5449275970458984, "test_mcc": 0.4897929925218279, "test_macro_f1": 0.7166206263793489, "test_runtime": 1.5893, "test_samples_per_second": 1288.578, "test_steps_per_second": 40.268}, {"test_loss": 0.4968843460083008, "test_mcc": 0.5593130677105065, "test_macro_f1": 0.7663432976150772, "test_runtime": 1.6158, "test_samples_per_second": 1267.463, "test_steps_per_second": 39.608}]}, "total": {"test_mcc": 52.08119077619715, "test_mcc_se": 2.1347333907748682, "test_macro_f1": 74.51837168208574, "test_macro_f1_se": 1.3082770269685966}}, "num_model_parameters": 108932934, "max_sequence_length": 512, "vocabulary_size": 28996, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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{"dataset": "squad", "task": "reading-comprehension", "dataset_languages": ["en"], "model": "google-bert/bert-base-cased", "results": {"raw": {"test": [{"test_em": 37.41285824941905, "test_f1": 49.850832671967595}, {"test_em": 37.674418604651166, "test_f1": 49.077114356509796}, {"test_em": 39.10355486862442, "test_f1": 50.128242769994245}, {"test_em": 45.40498442367601, "test_f1": 56.39128038510596}, {"test_em": 33.97683397683398, "test_f1": 46.852992777318896}, {"test_em": 39.244410177332306, "test_f1": 50.71907173213125}, {"test_em": 37.73728170083523, "test_f1": 50.46275136375653}, {"test_em": 43.0566330488751, "test_f1": 55.5636212819411}, {"test_em": 37.333333333333336, "test_f1": 49.4957893926214}, {"test_em": 35.40372670807454, "test_f1": 48.29396101545506}]}, "total": {"test_em": 38.63480350916551, "test_em_se": 2.097094884750019, "test_f1": 50.68356577468019, "test_f1_se": 1.8688050962524045}}, "num_model_parameters": 108932934, "max_sequence_length": 512, "vocabulary_size": 28996, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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