{ "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 }, "FinTrade": { "SR": 1.03 } } }