| { | |
| "config": { | |
| "model_type": "pretrained", | |
| "model_dtype": "torch.float16", | |
| "model_name": "codellama/CodeLlama-7b-Instruct", | |
| "model_sha": "main" | |
| }, | |
| "results": { | |
| "FPB": { | |
| "F1": 0.6361, | |
| "Acc": 0.6340 | |
| }, | |
| "FiQA-SA": { | |
| "F1": 0.6570 | |
| }, | |
| "TSA": { | |
| "RMSE": 0.3872 | |
| }, | |
| "Headlines": { | |
| "AvgF1": 0.5995 | |
| }, | |
| "FOMC": { | |
| "F1": 0.2946, | |
| "Acc": 0.3286 | |
| }, | |
| "FinArg-ACC": { | |
| "MicroF1": 0.2460 | |
| }, | |
| "FinArg-ARC": { | |
| "MicroF1": 0.5695 | |
| }, | |
| "MultiFin": { | |
| "MicroF1": 0.3620 | |
| }, | |
| "MA": { | |
| "MicroF1": 0.4596 | |
| }, | |
| "MLESG": { | |
| "MicroF1": 0.1784 | |
| }, | |
| "NER": { | |
| "EntityF1": 0.1743 | |
| }, | |
| "FINER-ORD": { | |
| "EntityF1": 0.0000 | |
| }, | |
| "FinRED": { | |
| "F1": 0.0043 | |
| }, | |
| "SC": { | |
| "F1": 0.5335, | |
| "Acc": 0.4219 | |
| }, | |
| "CD": { | |
| "F1": 0.0002 | |
| }, | |
| "FinQA": { | |
| "EmAcc": 0.00 | |
| }, | |
| "TATQA": { | |
| "EmAcc": 0.0006 | |
| }, | |
| "ConvFinQA": { | |
| "EmAcc": 0.00 | |
| }, | |
| "FNXL": { | |
| "EntityF1": 0.0000 | |
| }, | |
| "FSRL": { | |
| "EntityF1": 0.0000 | |
| }, | |
| "BigData22": { | |
| "Acc": 0.5061, | |
| "F1": 0.5037 | |
| }, | |
| "ACL18": { | |
| "Acc": 0.5188, | |
| "F1": 0.4405 | |
| }, | |
| "CIKM18": { | |
| "Acc": 0.5748, | |
| "F1": 0.4471 | |
| }, | |
| "German": { | |
| "F1": 0.5248, | |
| "Acc": 0.6600 | |
| }, | |
| "Australian": { | |
| "F1": 0.2603, | |
| "Acc": 0.4317 | |
| }, | |
| "LendingClub": { | |
| "F1": 0.2230, | |
| "Acc": 0.2579 | |
| }, | |
| "ccf": { | |
| "F1": 0.0000, | |
| "Acc": 0.0013 | |
| }, | |
| "ccfraud": { | |
| "F1": 0.4384, | |
| "Acc": 0.3341 | |
| }, | |
| "polish": { | |
| "F1": 0.8898, | |
| "Acc": 0.8676 | |
| }, | |
| "taiwan": { | |
| "F1": 0.3111, | |
| "Acc": 0.2103 | |
| }, | |
| "portoseguro": { | |
| "F1": 0.0018, | |
| "Acc": 0.0302 | |
| }, | |
| "travelinsurance": { | |
| "F1": 0.0004, | |
| "Acc": 0.0150 | |
| }, | |
| "MultiFin-ES": { | |
| "Acc": 0.0609, | |
| "F1": 0.0940, | |
| "Macro F1": 0.1005, | |
| "MCC": 0.0589 | |
| }, | |
| "EFP": { | |
| "Acc": 0.2703, | |
| "F1": 0.1558, | |
| "Macro F1": 0.1725, | |
| "MCC": -0.0282 | |
| }, | |
| "EFPA": { | |
| "Acc": 0.2632, | |
| "F1": 0.1288, | |
| "Macro F1": 0.1260, | |
| "MCC": 0.0364 | |
| }, | |
| "FinanceES": { | |
| "Acc": 0.1741, | |
| "F1": 0.2046, | |
| "Macro F1": 0.1585, | |
| "MCC": -0.0258 | |
| }, | |
| "TSA-Spanish": { | |
| "Acc": 0.0666, | |
| "F1": 0.1153, | |
| "Macro F1": 0.0616, | |
| "MCC": 0.0074 | |
| } | |
| } | |
| } | |