| { | |
| "config": { | |
| "model_type": "pretrained", | |
| "model_dtype": "torch.float16", | |
| "model_name": "mistralai/Mistral-7B-Instruct-v0.3", | |
| "model_sha": "main" | |
| }, | |
| "results": { | |
| "NER": { | |
| "EntityF1": 0.1483 | |
| }, | |
| "FINER-ORD": { | |
| "EntityF1": 0.0035, | |
| "F1": 0.0061 | |
| }, | |
| "FinRED": { | |
| "F1": 0.0 | |
| }, | |
| "SC": { | |
| "Acc": 0.7979, | |
| "F1": 0.8384 | |
| }, | |
| "CD": { | |
| "F1": 0.0 | |
| }, | |
| "FNXL": { | |
| "EntityF1": 0.0 | |
| }, | |
| "FSRL": { | |
| "EntityF1": 0.0 | |
| }, | |
| "FPB": { | |
| "Acc": 0.6619, | |
| "F1": 0.6704 | |
| }, | |
| "FiQA-SA": { | |
| "F1": 0.6622 | |
| }, | |
| "TSA": { | |
| "RMSE": 0.2775 | |
| }, | |
| "Headlines": { | |
| "AvgF1": 0.6853 | |
| }, | |
| "FOMC": { | |
| "Acc": 0.5363, | |
| "F1": 0.4279 | |
| }, | |
| "FinArg-ACC": { | |
| "MicroF1": 0.3710 | |
| }, | |
| "FinArg-ARC": { | |
| "MicroF1": 0.6604 | |
| }, | |
| "MultiFin": { | |
| "MicroF1": 0.5494 | |
| }, | |
| "MA": { | |
| "MicroF1": 0.8417 | |
| }, | |
| "MLESG": { | |
| "MicroF1": 0.3313 | |
| }, | |
| "FinQA": { | |
| "EmAcc": 0.0 | |
| }, | |
| "TATQA": { | |
| "EmAcc": 0.0174 | |
| }, | |
| "BigData22": { | |
| "Acc": 0.5503, | |
| "MCC": 0.1421 | |
| }, | |
| "ACL18": { | |
| "Acc": 0.5110, | |
| "MCC": 0.0253 | |
| }, | |
| "CIKM18": { | |
| "Acc": 0.4952, | |
| "MCC": 0.0230 | |
| }, | |
| "German": { | |
| "F1": 0.2241, | |
| "MCC": -0.1162 | |
| }, | |
| "Australian": { | |
| "F1": 0.3628, | |
| "MCC": -0.0598 | |
| }, | |
| "LendingClub": { | |
| "F1": 0.5935, | |
| "MCC": 0.1797 | |
| }, | |
| "ccf": { | |
| "F1": 0.0929, | |
| "MCC": 0.0082 | |
| }, | |
| "ccfraud": { | |
| "F1": 0.2592, | |
| "MCC": 0.0066 | |
| }, | |
| "polish": { | |
| "F1": 0.8237, | |
| "MCC": 0.1379 | |
| }, | |
| "taiwan": { | |
| "F1": 0.8689, | |
| "MCC": 0.0239 | |
| }, | |
| "portoseguro": { | |
| "F1": 0.0548, | |
| "MCC": -0.0139 | |
| }, | |
| "travelinsurance": { | |
| "F1": 0.0587, | |
| "MCC": 0.0217 | |
| }, | |
| "FinanceES": { | |
| "Acc": 0.1909, | |
| "F1": 0.1942, | |
| "Macro F1": 0.1968, | |
| "MCC": -0.3973 | |
| }, | |
| "MultiFin-ES": { | |
| "Acc": 0.3652, | |
| "F1": 0.3167, | |
| "Macro F1": 0.3270, | |
| "MCC": 0.2504 | |
| }, | |
| "EFP": { | |
| "Acc": 0.2703, | |
| "F1": 0.1150, | |
| "Macro F1": 0.1418, | |
| "MCC": 0.0 | |
| }, | |
| "EFPA": { | |
| "Acc": 0.2588, | |
| "F1": 0.1133, | |
| "Macro F1": 0.1021, | |
| "MCC": 0.0269 | |
| }, | |
| "TSA-Spanish": { | |
| "Acc": 0.5040, | |
| "F1": 0.5994, | |
| "Macro F1": 0.4464, | |
| "MCC": 0.3248 | |
| } | |
| } | |
| } | |