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roberta-base/scandeval_benchmark_results.jsonl
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{"dataset": "squad", "task": "reading-comprehension", "dataset_languages": ["en"], "model": "FacebookAI/roberta-base", "results": {"raw": {"test": [{"test_em": 57.164988381099924, "test_f1": 68.39926430928146}, {"test_em": 60.310077519379846, "test_f1": 71.00485845920898}, {"test_em": 55.332302936630605, "test_f1": 68.37478325596557}, {"test_em": 54.205607476635514, "test_f1": 67.04922801761911}, {"test_em": 59.30501930501931, "test_f1": 70.84909962406094}, {"test_em": 60.06168080185042, "test_f1": 71.88778589879401}, {"test_em": 58.31435079726651, "test_f1": 70.06150746893148}, {"test_em": 57.951900698215674, "test_f1": 69.66695554977663}, {"test_em": 59.92156862745098, "test_f1": 71.51808394345623}, {"test_em": 55.66770186335404, "test_f1": 68.00057194260229}]}, "total": {"test_em": 57.82351984069028, "test_em_se": 1.3456612315097791, "test_f1": 69.68121384696967, "test_f1_se": 1.024836852878581}}, "num_model_parameters": 124697947, "max_sequence_length": 514, "vocabulary_size": 50265, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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{"dataset": "conll-en", "task": "named-entity-recognition", "dataset_languages": ["en"], "model": "FacebookAI/roberta-base", "results": {"raw": {"test": [{"test_loss": 0.08902353048324585, "test_micro_f1_no_misc": 0.9061051783195648, "test_micro_f1": 0.9004847950639048, "test_runtime": 3.3196, "test_samples_per_second": 616.945, "test_steps_per_second": 19.28}, {"test_loss": 0.09638433158397675, "test_micro_f1_no_misc": 0.8965385715647943, "test_micro_f1": 0.8980388827574496, "test_runtime": 3.1865, "test_samples_per_second": 642.702, "test_steps_per_second": 20.084}, {"test_loss": 0.08673694729804993, "test_micro_f1_no_misc": 0.9057282815155453, "test_micro_f1": 0.9050367261280169, "test_runtime": 2.7472, "test_samples_per_second": 745.484, "test_steps_per_second": 23.296}, {"test_loss": 0.09997401386499405, "test_micro_f1_no_misc": 0.9043104290880657, "test_micro_f1": 0.9041422131496131, "test_runtime": 3.1173, "test_samples_per_second": 656.98, "test_steps_per_second": 20.531}, {"test_loss": 0.10137617588043213, "test_micro_f1_no_misc": 0.9005571819813013, "test_micro_f1": 0.8971528181289948, "test_runtime": 3.0904, "test_samples_per_second": 662.703, "test_steps_per_second": 20.709}, {"test_loss": 0.10053247213363647, "test_micro_f1_no_misc": 0.9020296643247463, "test_micro_f1": 0.8995018038137778, "test_runtime": 3.1355, "test_samples_per_second": 653.166, "test_steps_per_second": 20.411}, {"test_loss": 0.1023339182138443, "test_micro_f1_no_misc": 0.9046612302426256, "test_micro_f1": 0.9039158490232476, "test_runtime": 3.2639, "test_samples_per_second": 627.476, "test_steps_per_second": 19.609}, {"test_loss": 0.08620962500572205, "test_micro_f1_no_misc": 0.9052651806302845, "test_micro_f1": 0.9047131147540983, "test_runtime": 3.1878, "test_samples_per_second": 642.448, "test_steps_per_second": 20.077}, {"test_loss": 0.09513849765062332, "test_micro_f1_no_misc": 0.9003150086373336, "test_micro_f1": 0.8975973047255962, "test_runtime": 2.7746, "test_samples_per_second": 738.132, "test_steps_per_second": 23.067}, {"test_loss": 0.09495995938777924, "test_micro_f1_no_misc": 0.909310761789601, "test_micro_f1": 0.9036155125623742, "test_runtime": 3.257, "test_samples_per_second": 628.808, "test_steps_per_second": 19.65}]}, "total": {"test_micro_f1_no_misc": 90.34821488093863, "test_micro_f1_no_misc_se": 0.22638051180852653, "test_micro_f1": 90.14199020107074, "test_micro_f1_se": 0.19729495578795295}}, "num_model_parameters": 124697947, "max_sequence_length": 514, "vocabulary_size": 50265, "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": "FacebookAI/roberta-base", "results": {"raw": {"test": [{"test_loss": 0.6011481285095215, "test_mcc": 0.6403806122431154, "test_macro_f1": 0.5784330296918747, "test_runtime": 1.3165, "test_samples_per_second": 1555.698, "test_steps_per_second": 48.616}, {"test_loss": 0.6342511177062988, "test_mcc": 0.5993504773640147, "test_macro_f1": 0.558180451096968, "test_runtime": 1.3015, "test_samples_per_second": 1573.598, "test_steps_per_second": 49.175}, {"test_loss": 0.6575013399124146, "test_mcc": 0.5900743866388037, "test_macro_f1": 0.572455822616384, "test_runtime": 1.3417, "test_samples_per_second": 1526.471, "test_steps_per_second": 47.702}, {"test_loss": 0.6175638437271118, "test_mcc": 0.6097866421173875, "test_macro_f1": 0.6286501224711148, "test_runtime": 1.3143, "test_samples_per_second": 1558.194, "test_steps_per_second": 48.694}, {"test_loss": 0.661301851272583, "test_mcc": 0.5961274616696336, "test_macro_f1": 0.5480199025237381, "test_runtime": 1.3218, "test_samples_per_second": 1549.431, "test_steps_per_second": 48.42}, {"test_loss": 0.6456947326660156, "test_mcc": 0.5937218826989082, "test_macro_f1": 0.5489317517641399, "test_runtime": 1.3182, "test_samples_per_second": 1553.652, "test_steps_per_second": 48.552}, {"test_loss": 0.6105809211730957, "test_mcc": 0.6195052474449234, "test_macro_f1": 0.6324045165966639, "test_runtime": 1.3082, "test_samples_per_second": 1565.471, "test_steps_per_second": 48.921}, {"test_loss": 0.5924921035766602, "test_mcc": 0.6465660364608062, "test_macro_f1": 0.5662417603262674, "test_runtime": 1.3238, "test_samples_per_second": 1547.04, "test_steps_per_second": 48.345}, {"test_loss": 0.5998715162277222, "test_mcc": 0.6224808721378315, "test_macro_f1": 0.5772070113065332, "test_runtime": 1.2936, "test_samples_per_second": 1583.129, "test_steps_per_second": 49.473}, {"test_loss": 0.6845452785491943, "test_mcc": 0.5765616742908354, "test_macro_f1": 0.5414446290233766, "test_runtime": 1.2946, "test_samples_per_second": 1581.928, "test_steps_per_second": 49.435}]}, "total": {"test_mcc": 60.94555293066259, "test_mcc_se": 1.3996053074032453, "test_macro_f1": 57.5196899741706, "test_macro_f1_se": 1.9697108322716088}}, "num_model_parameters": 124697947, "max_sequence_length": 514, "vocabulary_size": 50265, "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": "FacebookAI/roberta-base", "results": {"raw": {"test": [{"test_loss": 0.5546841621398926, "test_mcc": 0.5025485523053201, "test_macro_f1": 0.7476693088011828, "test_runtime": 1.5033, "test_samples_per_second": 1362.369, "test_steps_per_second": 42.574}, {"test_loss": 0.5686907768249512, "test_mcc": 0.4778821919696867, "test_macro_f1": 0.7298481766297782, "test_runtime": 1.5773, "test_samples_per_second": 1298.436, "test_steps_per_second": 40.576}, {"test_loss": 0.5444421768188477, "test_mcc": 0.5140915757786326, "test_macro_f1": 0.7476266372005598, "test_runtime": 1.5371, "test_samples_per_second": 1332.34, "test_steps_per_second": 41.636}, {"test_loss": 0.5274145603179932, "test_mcc": 0.5365704012542539, "test_macro_f1": 0.7514572137622313, "test_runtime": 1.5449, "test_samples_per_second": 1325.624, "test_steps_per_second": 41.426}, {"test_loss": 0.5475170612335205, "test_mcc": 0.48608578774154837, "test_macro_f1": 0.7373619966052102, "test_runtime": 1.5207, "test_samples_per_second": 1346.775, "test_steps_per_second": 42.087}, {"test_loss": 0.520824670791626, "test_mcc": 0.5360605512004859, "test_macro_f1": 0.7619315507284647, "test_runtime": 1.5683, "test_samples_per_second": 1305.833, "test_steps_per_second": 40.807}, {"test_loss": 0.6031825542449951, "test_mcc": 0.46875951439134306, "test_macro_f1": 0.721700106873256, "test_runtime": 1.5408, "test_samples_per_second": 1329.168, "test_steps_per_second": 41.537}, {"test_loss": 0.5044224262237549, "test_mcc": 0.5493699269661376, "test_macro_f1": 0.7717733982474156, "test_runtime": 1.6066, "test_samples_per_second": 1274.726, "test_steps_per_second": 39.835}, {"test_loss": 0.5235837697982788, "test_mcc": 0.5030258062339767, "test_macro_f1": 0.7450036473945995, "test_runtime": 1.5209, "test_samples_per_second": 1346.55, "test_steps_per_second": 42.08}, {"test_loss": 0.5510649681091309, "test_mcc": 0.48916623166239304, "test_macro_f1": 0.7409115252669212, "test_runtime": 1.5604, "test_samples_per_second": 1312.467, "test_steps_per_second": 41.015}]}, "total": {"test_mcc": 50.635605395037786, "test_mcc_se": 1.6862478167787278, "test_macro_f1": 74.5528356150962, "test_macro_f1_se": 0.9014906806593386}}, "num_model_parameters": 124697947, "max_sequence_length": 514, "vocabulary_size": 50265, "generative": false, "few_shot": true, "validation_split": false, "scandeval_version": "13.3.0"}
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