{ | |
"config": { | |
"model_type": "pretrained", | |
"model_name": "Gemini" | |
}, | |
"results": { | |
"FPB": { | |
"F1": 0.77, | |
"Acc": 0.77 | |
}, | |
"FiQA-SA": { | |
"F1": 0.81 | |
}, | |
"TSA": { | |
"RMSE": 0.37 | |
}, | |
"Headlines": { | |
"AvgF1": 0.78 | |
}, | |
"FOMC": { | |
"F1": 0.40, | |
"Acc": 0.60 | |
}, | |
"FinArg-ACC": { | |
"MicroF1": 0.31 | |
}, | |
"FinArg-ARC": { | |
"MicroF1": 0.60 | |
}, | |
"MultiFin": { | |
"MicroF1": 0.62 | |
}, | |
"MA": { | |
"MicroF1": 0.84 | |
}, | |
"MLESG": { | |
"MicroF1": 0.34 | |
}, | |
"NER": { | |
"EntityF1": 0.61 | |
}, | |
"FINER-ORD": { | |
"EntityF1": 0.14 | |
}, | |
"FinRED": { | |
"F1": 0.00 | |
}, | |
"SC": { | |
"F1": 0.74 | |
}, | |
"CD": { | |
"F1": 0.03 | |
}, | |
"FinQA": { | |
"EmAcc": 0.00 | |
}, | |
"TATQA": { | |
"EmAcc": 0.18 | |
}, | |
"ConvFinQA": { | |
"EmAcc": 0.43 | |
}, | |
"FNXL": { | |
"EntityF1": 0.00 | |
}, | |
"FSRL": { | |
"EntityF1": 0.03 | |
}, | |
"EDTSUM": { | |
"Rouge-1": 0.39, | |
"BertScore": 0.72, | |
"BartScore": -3.87 | |
}, | |
"ECTSUM": { | |
"Rouge-1": 0.00, | |
"BertScore": 0.00, | |
"BartScore": -4.93 | |
}, | |
"BigData22": { | |
"Acc": 0.55, | |
"MCC": 0.04 | |
}, | |
"ACL18": { | |
"Acc": 0.52, | |
"MCC": 0.04 | |
}, | |
"CIKM18": { | |
"Acc": 0.54, | |
"MCC": 0.02 | |
}, | |
"German": { | |
"F1": 0.52, | |
"MCC": 0.00 | |
}, | |
"Australian": { | |
"F1": 0.26, | |
"MCC": 0.00 | |
}, | |
"LendingClub": { | |
"F1": 0.65, | |
"MCC": 0.19 | |
}, | |
"ccf": { | |
"F1": 0.96, | |
"MCC": -0.01 | |
}, | |
"ccfraud": { | |
"F1": 0.90, | |
"MCC": 0.00 | |
}, | |
"polish": { | |
"F1": 0.86, | |
"MCC": 0.14 | |
}, | |
"taiwan": { | |
"F1": 0.95, | |
"MCC": 0.00 | |
}, | |
"portoseguro": { | |
"F1": 0.95, | |
"MCC": 0.00 | |
}, | |
"travelinsurance": { | |
"F1": 0.00, | |
"MCC": 0.00 | |
} | |
} | |
} |