| { | |
| "config": { | |
| "model_type": "pretrained", | |
| "model_dtype": "torch.float16", | |
| "model_name": "THUDM/chatglm3-6b", | |
| "model_sha": "main" | |
| }, | |
| "results": { | |
| "FPB": { | |
| "F1": 0.74, | |
| "Acc": 0.74 | |
| }, | |
| "FiQA-SA": { | |
| "F1": 0.56 | |
| }, | |
| "TSA": { | |
| "RMSE": 0.35 | |
| }, | |
| "Headlines": { | |
| "AvgF1": 0.66 | |
| }, | |
| "FOMC": { | |
| "F1": 0.47, | |
| "Acc": 0.46 | |
| }, | |
| "FinArg-ACC": { | |
| "MicroF1": 0.25 | |
| }, | |
| "FinArg-ARC": { | |
| "MicroF1": 0.50 | |
| }, | |
| "MultiFin": { | |
| "MicroF1": 0.47 | |
| }, | |
| "MA": { | |
| "MicroF1": 0.79 | |
| }, | |
| "MLESG": { | |
| "MicroF1": 0.16 | |
| }, | |
| "NER": { | |
| "EntityF1": 0.25 | |
| }, | |
| "FINER-ORD": { | |
| "EntityF1": 0.02 | |
| }, | |
| "FinRED": { | |
| "F1": 0.00 | |
| }, | |
| "SC": { | |
| "F1": 0.81 | |
| }, | |
| "CD": { | |
| "F1": 0.00 | |
| }, | |
| "FinQA": { | |
| "EmAcc": 0.00 | |
| }, | |
| "TATQA": { | |
| "EmAcc": 0.07 | |
| }, | |
| "ConvFinQA": { | |
| "EmAcc": 0.00 | |
| }, | |
| "FNXL": { | |
| "EntityF1": 0.00 | |
| }, | |
| "FSRL": { | |
| "EntityF1": 0.00 | |
| }, | |
| "EDTSUM": { | |
| "Rouge-1": 0.13, | |
| "BertScore": 0.47, | |
| "BartScore": -4.78 | |
| }, | |
| "ECTSUM": { | |
| "Rouge-1": 0.00, | |
| "BertScore": 0.00, | |
| "BartScore": -5.18 | |
| }, | |
| "BigData22": { | |
| "Acc": 0.47, | |
| "MCC": 0.00 | |
| }, | |
| "ACL18": { | |
| "Acc": 0.50, | |
| "MCC": 0.02 | |
| }, | |
| "CIKM18": { | |
| "Acc": 0.42, | |
| "MCC": 0.02 | |
| }, | |
| "German": { | |
| "F1": 0.41, | |
| "MCC": -0.30 | |
| }, | |
| "Australian": { | |
| "F1": 0.27, | |
| "MCC": -0.02 | |
| }, | |
| "LendingClub": { | |
| "F1": 0.72, | |
| "MCC": -0.03 | |
| }, | |
| "ccf": { | |
| "F1": 1.00, | |
| "MCC": 0.00 | |
| }, | |
| "ccfraud": { | |
| "F1": 0.67, | |
| "MCC": -0.15 | |
| }, | |
| "polish": { | |
| "F1": 0.05, | |
| "MCC": 0.00 | |
| }, | |
| "taiwan": { | |
| "F1": 0.05, | |
| "MCC": 0.01 | |
| }, | |
| "portoseguro": { | |
| "F1": 0.95, | |
| "MCC": 0.06 | |
| }, | |
| "travelinsurance": { | |
| "F1": 0.97, | |
| "MCC": 0.03 | |
| }, | |
| "MultiFin-ES": { | |
| "Acc": 0.13, | |
| "F1": 0.14, | |
| "Macro F1": 0.14, | |
| "MCC": 0.08 | |
| }, | |
| "EFP": { | |
| "Acc": 0.32, | |
| "F1": 0.24, | |
| "Macro F1": 0.24, | |
| "MCC": 0.11 | |
| }, | |
| "EFPA": { | |
| "Acc": 0.25, | |
| "F1": 0.17, | |
| "Macro F1": 0.17, | |
| "MCC": -0.01 | |
| }, | |
| "FinanceES": { | |
| "Acc": 0.02, | |
| "F1": 0.04, | |
| "Macro F1": 0.03, | |
| "MCC": -0.00 | |
| }, | |
| "TSA-Spanish": { | |
| "Acc": 0.05, | |
| "F1": 0.09, | |
| "Macro F1": 0.07, | |
| "MCC": 0.04 | |
| } | |
| } | |
| } | |