| { | |
| "config": { | |
| "model_type": "pretrained", | |
| "model_name": "GPT4" | |
| }, | |
| "results": { | |
| "FPB": { | |
| "F1": 0.78, | |
| "Acc": 0.76 | |
| }, | |
| "FiQA-SA": { | |
| "F1": 0.80 | |
| }, | |
| "TSA": { | |
| "RMSE": 0.50 | |
| }, | |
| "Headlines": { | |
| "AvgF1": 0.86 | |
| }, | |
| "FOMC": { | |
| "F1": 0.71, | |
| "Acc": 0.69 | |
| }, | |
| "FinArg-ACC": { | |
| "MicroF1": 0.60 | |
| }, | |
| "FinArg-ARC": { | |
| "MicroF1": 0.40 | |
| }, | |
| "MultiFin": { | |
| "MicroF1": 0.65 | |
| }, | |
| "MA": { | |
| "MicroF1": 0.79 | |
| }, | |
| "MLESG": { | |
| "MicroF1": 0.35 | |
| }, | |
| "NER": { | |
| "EntityF1": 0.83 | |
| }, | |
| "FINER-ORD": { | |
| "EntityF1": 0.77 | |
| }, | |
| "FinRED": { | |
| "F1": 0.02 | |
| }, | |
| "SC": { | |
| "F1": 0.81 | |
| }, | |
| "CD": { | |
| "F1": 0.01 | |
| }, | |
| "FinQA": { | |
| "EmAcc": 0.63 | |
| }, | |
| "TATQA": { | |
| "EmAcc": 0.13 | |
| }, | |
| "ConvFinQA": { | |
| "EmAcc": 0.76 | |
| }, | |
| "FNXL": { | |
| "EntityF1": 0.00 | |
| }, | |
| "FSRL": { | |
| "EntityF1": 0.01 | |
| }, | |
| "EDTSUM": { | |
| "Rouge-1": 0.20, | |
| "BertScore": 0.67, | |
| "BartScore": -3.62 | |
| }, | |
| "ECTSUM": { | |
| "Rouge-1": 0.00, | |
| "BertScore": 0.00, | |
| "BartScore": -5.18 | |
| }, | |
| "BigData22": { | |
| "Acc": 0.54, | |
| "MCC": 0.03 | |
| }, | |
| "ACL18": { | |
| "Acc": 0.52, | |
| "MCC": 0.02 | |
| }, | |
| "CIKM18": { | |
| "Acc": 0.57, | |
| "MCC": 0.02 | |
| }, | |
| "German": { | |
| "F1": 0.55, | |
| "MCC": -0.02 | |
| }, | |
| "Australian": { | |
| "F1": 0.74, | |
| "MCC": 0.47 | |
| }, | |
| "LendingClub": { | |
| "F1": 0.55, | |
| "MCC": -0.02 | |
| }, | |
| "ccf": { | |
| "F1": 0.55, | |
| "MCC": -0.02 | |
| }, | |
| "ccfraud": { | |
| "F1": 0.55, | |
| "MCC": -0.02 | |
| }, | |
| "polish": { | |
| "F1": 0.55, | |
| "MCC": -0.02 | |
| }, | |
| "taiwan": { | |
| "F1": 0.55, | |
| "MCC": -0.02 | |
| }, | |
| "portoseguro": { | |
| "F1": 0.55, | |
| "MCC": -0.02 | |
| }, | |
| "travelinsurance": { | |
| "F1": 0.55, | |
| "MCC": -0.02 | |
| }, | |
| "MultiFin-ES": { | |
| "ACC": 0.60, | |
| "F1": 0.60 | |
| }, | |
| "EFP": { | |
| "ACC": 0.27, | |
| "F1": 0.19 | |
| }, | |
| "EFPA": { | |
| "ACC": 0.34, | |
| "F1": 0.27 | |
| }, | |
| "FinanceES": { | |
| "ACC": 0.15, | |
| "F1": 0.09 | |
| }, | |
| "TSA-Spanish": { | |
| "ACC": 0.47, | |
| "F1": 0.46 | |
| }, | |
| "FinTrade": { | |
| "SR": 1.51 | |
| } | |
| } | |
| } | |