| { | |
| "config": { | |
| "model_type": "pretrained", | |
| "model_dtype": "torch.float16", | |
| "model_name": "bigcode/starcoder2-7b", | |
| "model_sha": "main" | |
| }, | |
| "results": { | |
| "FPB": { | |
| "F1": 0.4614, | |
| "Acc": 0.5041 | |
| }, | |
| "FiQA-SA": { | |
| "F1": 0.3169 | |
| }, | |
| "TSA": { | |
| "RMSE": 0.3693 | |
| }, | |
| "Headlines": { | |
| "AvgF1": 0.5995 | |
| }, | |
| "FOMC": { | |
| "F1": 0.3466, | |
| "Acc": 0.3448 | |
| }, | |
| "FinArg-ACC": { | |
| "MicroF1": 0.1351 | |
| }, | |
| "FinArg-ARC": { | |
| "MicroF1": 0.4620 | |
| }, | |
| "MultiFin": { | |
| "MicroF1": 0.3183 | |
| }, | |
| "MA": { | |
| "MicroF1": 0.3525 | |
| }, | |
| "MLESG": { | |
| "MicroF1": 0.1366 | |
| }, | |
| "NER": { | |
| "EntityF1": 0.0644 | |
| }, | |
| "FINER-ORD": { | |
| "EntityF1": 0.0172, | |
| "F1": 0.0343 | |
| }, | |
| "FinRED": { | |
| "F1": 0.0050 | |
| }, | |
| "SC": { | |
| "F1": 0.8286 | |
| }, | |
| "CD": { | |
| "F1": 0.002 | |
| }, | |
| "FinQA": { | |
| "EmAcc": 0.0 | |
| }, | |
| "TATQA": { | |
| "EmAcc": 0.0006 | |
| }, | |
| "ConvFinQA": { | |
| "EmAcc": 0.0 | |
| }, | |
| "FNXL": { | |
| "EntityF1": 0.0 | |
| }, | |
| "FSRL": { | |
| "EntityF1": 0.0 | |
| }, | |
| "BigData22": { | |
| "Acc": 0.5306, | |
| "MCC": 0.0035 | |
| }, | |
| "ACL18": { | |
| "Acc": 0.5013, | |
| "MCC": -0.0059 | |
| }, | |
| "CIKM18": { | |
| "Acc": 0.4829, | |
| "MCC": -0.0185 | |
| }, | |
| "German": { | |
| "F1": 0.5248, | |
| "MCC": 0.0 | |
| }, | |
| "Australian": { | |
| "F1": 0.2603, | |
| "MCC": 0.0 | |
| }, | |
| "LendingClub": { | |
| "F1": 0.7225, | |
| "MCC": 0.0 | |
| }, | |
| "ccf": { | |
| "F1": 0.9230, | |
| "MCC": -0.0146 | |
| }, | |
| "ccfraud": { | |
| "F1": 0.0065, | |
| "MCC": 0.0 | |
| }, | |
| "polish": { | |
| "F1": 0.9238, | |
| "MCC": 0.0 | |
| }, | |
| "taiwan": { | |
| "F1": 0.9519, | |
| "MCC": 0.0 | |
| }, | |
| "portoseguro": { | |
| "F1": 0.9549, | |
| "MCC": 0.0 | |
| }, | |
| "travelinsurance": { | |
| "F1": 0.0004, | |
| "MCC": 0.0 | |
| }, | |
| "MultiFin-ES": { | |
| "Acc": 0.1130, | |
| "F1": 0.1603, | |
| "Macro F1": 0.1635, | |
| "MCC": 0.0958 | |
| }, | |
| "EFP": { | |
| "Acc": 0.2703, | |
| "F1": 0.1150, | |
| "Macro F1": 0.1418, | |
| "MCC": 0.0 | |
| }, | |
| "EFPA": { | |
| "Acc": 0.2588, | |
| "F1": 0.1129, | |
| "Macro F1": 0.1112, | |
| "MCC": 0.0293 | |
| }, | |
| "FinanceES": { | |
| "Acc": 0.1069, | |
| "F1": 0.1577, | |
| "Macro F1": 0.1150, | |
| "MCC": -0.0068 | |
| }, | |
| "TSA-Spanish": { | |
| "Acc": 0.0172, | |
| "F1": 0.0335, | |
| "Macro F1": 0.0237, | |
| "MCC": 0.0163 | |
| } | |
| } | |
| } | |