| { | |
| "timestamp": "2026-01-07T00:47:23.471687", | |
| "model_path": "/Users/ranjit/llm-mail-trainer/models/base/phi3-mini", | |
| "adapter_path": "/Users/ranjit/llm-mail-trainer/models/adapters/finance-lora-v4", | |
| "test_file": "/Users/ranjit/llm-mail-trainer/data/synthetic/test_emails.json", | |
| "summary": { | |
| "total_samples": 96, | |
| "correct_samples": 95, | |
| "overall_accuracy": 0.9895833333333334, | |
| "field_accuracy": { | |
| "amount": 1.0, | |
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| "category": 0.7395833333333334 | |
| }, | |
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| "paytm": { | |
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| "correct": 11, | |
| "accuracy": 0.9166666666666666, | |
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| "accuracy": 1.0, | |
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| "accuracy": 1.0, | |
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| "accuracy": 1.0, | |
| "avg_inference_ms": 2377.2778511047363 | |
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| "accuracy": 1.0, | |
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| } | |
| } | |
| }, | |
| "detailed_results": [ | |
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| "type": "credit", | |
| "date": "22/11/2025", | |
| "account": "5106", | |
| "reference": "308892683171" | |
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| "account": "3098", | |
| "reference": "600000000000" | |
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| "merchant": "flipkart", | |
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| { | |
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| "merchant": "uber", | |
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| "inference_time_ms": 2403.4852981567383 | |
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| { | |
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| "date": "25 Dec 2025", | |
| "account": "8486", | |
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| "merchant": "zomato", | |
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| "predicted": { | |
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| "date": "06-11-2025", | |
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| { | |
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| { | |
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| "account": "9817", | |
| "reference": "987408586371" | |
| }, | |
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| "amount": "1552", | |
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| "date": "15-10-25", | |
| "account": "9817", | |
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| { | |
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| "merchant": "swiggy", | |
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| "bank": "icici", | |
| "expected": { | |
| "amount": "1050.47", | |
| "type": "debit", | |
| "date": "28/11/2025", | |
| "account": "2290", | |
| "reference": "362241791770", | |
| "merchant": "zepto", | |
| "category": "grocery" | |
| }, | |
| "predicted": { | |
| "amount": "1050.47", | |
| "type": "debit", | |
| "date": "28/11/2025", | |
| "account": "2290", | |
| "reference": "362241791770", | |
| "merchant": "zepto", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2590.0449752807617 | |
| }, | |
| { | |
| "bank": "sbi", | |
| "expected": { | |
| "amount": "9193.15", | |
| "type": "debit", | |
| "date": "24122025", | |
| "account": "5616", | |
| "reference": "397020387114", | |
| "merchant": "dmart", | |
| "category": "grocery" | |
| }, | |
| "predicted": { | |
| "amount": "9193.15", | |
| "type": "debit", | |
| "date": "24122025", | |
| "account": "5616", | |
| "reference": "397020387114", | |
| "merchant": "bigbazaar", | |
| "category": "grocery" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": false, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2608.15691947937 | |
| }, | |
| { | |
| "bank": "kotak", | |
| "expected": { | |
| "amount": "4640", | |
| "type": "credit", | |
| "date": "26-12-25", | |
| "account": "4995", | |
| "reference": "597707816158" | |
| }, | |
| "predicted": { | |
| "amount": "4640", | |
| "type": "credit", | |
| "date": "26-12-25", | |
| "account": "4995", | |
| "reference": "597707816158" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2030.5588245391846 | |
| }, | |
| { | |
| "bank": "gpay", | |
| "expected": { | |
| "amount": "1248", | |
| "type": "debit", | |
| "date": "05-11-2025", | |
| "account": "7690", | |
| "reference": "484270768628", | |
| "merchant": "electricity", | |
| "category": "bills" | |
| }, | |
| "predicted": { | |
| "amount": "1248", | |
| "type": "debit", | |
| "date": "05-11-2025", | |
| "account": "484270768628", | |
| "reference": "484270768628", | |
| "merchant": "electricity", | |
| "category": "bills" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2733.021020889282 | |
| }, | |
| { | |
| "bank": "sbi", | |
| "expected": { | |
| "amount": "1759", | |
| "type": "credit", | |
| "date": "28/10/2025", | |
| "account": "1685", | |
| "reference": "239284873367" | |
| }, | |
| "predicted": { | |
| "amount": "1759", | |
| "type": "credit", | |
| "date": "28/10/2025", | |
| "account": "1685", | |
| "reference": "20251028-1685", | |
| "merchant": "bigbazaar", | |
| "category": "grocery" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2599.599838256836 | |
| }, | |
| { | |
| "bank": "sbi", | |
| "expected": { | |
| "amount": "1203", | |
| "type": "debit", | |
| "date": "28122025", | |
| "account": "5345", | |
| "reference": "654966271979", | |
| "merchant": "swiggy", | |
| "category": "food" | |
| }, | |
| "predicted": { | |
| "amount": "1203", | |
| "type": "debit", | |
| "date": "28122025", | |
| "account": "5345", | |
| "reference": "1800112211", | |
| "merchant": "swiggy", | |
| "category": "food" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2496.210813522339 | |
| }, | |
| { | |
| "bank": "axis", | |
| "expected": { | |
| "amount": "1191.16", | |
| "type": "credit", | |
| "date": "09/11/2025", | |
| "account": "9702", | |
| "reference": "610248199023" | |
| }, | |
| "predicted": { | |
| "amount": "1191.16", | |
| "type": "credit", | |
| "date": "09/11/2025", | |
| "account": "9702", | |
| "reference": "9702", | |
| "merchant": "9702", | |
| "category": "transfer" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2473.763942718506 | |
| }, | |
| { | |
| "bank": "hdfc", | |
| "expected": { | |
| "amount": "3273.98", | |
| "type": "debit", | |
| "date": "24-11-2025", | |
| "account": "2584", | |
| "reference": "517010168081", | |
| "merchant": "zomato", | |
| "category": "food" | |
| }, | |
| "predicted": { | |
| "amount": "3273.98", | |
| "type": "debit", | |
| "date": "24-11-2025", | |
| "account": "2584", | |
| "reference": "20251124230010", | |
| "merchant": "zomato", | |
| "category": "food" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2694.82684135437 | |
| }, | |
| { | |
| "bank": "phonepe", | |
| "expected": { | |
| "amount": "1266", | |
| "type": "credit", | |
| "date": "02/01/2026", | |
| "account": "5632", | |
| "reference": "874331514343" | |
| }, | |
| "predicted": { | |
| "amount": "1266", | |
| "type": "credit", | |
| "date": "02/01/2026", | |
| "account": "5632", | |
| "reference": "874331514343" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2088.062047958374 | |
| }, | |
| { | |
| "bank": "kotak", | |
| "expected": { | |
| "amount": "738", | |
| "type": "debit", | |
| "date": "16/11/2025", | |
| "account": "3091", | |
| "reference": "614711052552", | |
| "merchant": "water", | |
| "category": "bills" | |
| }, | |
| "predicted": { | |
| "amount": "738", | |
| "type": "debit", | |
| "date": "16/11/2025", | |
| "account": "3091", | |
| "reference": "614711052552", | |
| "merchant": "kotak", | |
| "category": "bwssb" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2597.2700119018555 | |
| }, | |
| { | |
| "bank": "icici", | |
| "expected": { | |
| "amount": "16416.70", | |
| "type": "credit", | |
| "date": "05-01-2026", | |
| "account": "4872", | |
| "reference": "928612436713" | |
| }, | |
| "predicted": { | |
| "amount": "16416.70", | |
| "type": "credit", | |
| "date": "05-01-2026", | |
| "account": "4872", | |
| "reference": "928612436713" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2160.959005355835 | |
| }, | |
| { | |
| "bank": "hdfc", | |
| "expected": { | |
| "amount": "1282.26", | |
| "type": "debit", | |
| "date": "15102025", | |
| "account": "8359", | |
| "reference": "342319992484", | |
| "merchant": "zomato", | |
| "category": "food" | |
| }, | |
| "predicted": { | |
| "amount": "1282.26", | |
| "type": "debit", | |
| "date": "15102025", | |
| "account": "8359", | |
| "reference": "342319992484", | |
| "merchant": "zomato", | |
| "category": "food" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2678.600072860718 | |
| }, | |
| { | |
| "bank": "sbi", | |
| "expected": { | |
| "amount": "8072", | |
| "type": "debit", | |
| "date": "08 Oct 2025", | |
| "account": "2832", | |
| "reference": "110999011248", | |
| "merchant": "ola", | |
| "category": "transport" | |
| }, | |
| "predicted": { | |
| "amount": "8072", | |
| "type": "debit", | |
| "date": "08 Oct 2025", | |
| "account": "2832", | |
| "reference": "110999011248", | |
| "merchant": "ola", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2529.703140258789 | |
| }, | |
| { | |
| "bank": "kotak", | |
| "expected": { | |
| "amount": "7304", | |
| "type": "credit", | |
| "date": "14 Nov 2025", | |
| "account": "6934", | |
| "reference": "572899688547" | |
| }, | |
| "predicted": { | |
| "amount": "7304", | |
| "type": "credit", | |
| "date": "14 Nov 2025", | |
| "account": "6934", | |
| "reference": "7304", | |
| "merchant": "6934", | |
| "category": "grocery" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2413.489818572998 | |
| }, | |
| { | |
| "bank": "hdfc", | |
| "expected": { | |
| "amount": "6562.42", | |
| "type": "debit", | |
| "date": "30/12/2025", | |
| "account": "6168", | |
| "reference": "137889353643", | |
| "merchant": "electricity", | |
| "category": "bills" | |
| }, | |
| "predicted": { | |
| "amount": "6562.42", | |
| "type": "debit", | |
| "date": "30/12/2025", | |
| "account": "6168", | |
| "reference": "6168", | |
| "merchant": "electricity", | |
| "category": "bills" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2483.527183532715 | |
| }, | |
| { | |
| "bank": "gpay", | |
| "expected": { | |
| "amount": "1632", | |
| "type": "debit", | |
| "date": "02-11-2025", | |
| "account": "7770", | |
| "reference": "609136562669", | |
| "merchant": "rapido", | |
| "category": "transport" | |
| }, | |
| "predicted": { | |
| "amount": "1632", | |
| "type": "debit", | |
| "date": "02-11-2025", | |
| "account": "609136562669", | |
| "merchant": "rapido", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2277.514934539795 | |
| }, | |
| { | |
| "bank": "sbi", | |
| "expected": { | |
| "amount": "1432", | |
| "type": "debit", | |
| "date": "16-11-2025", | |
| "account": "1651", | |
| "reference": "373029676920", | |
| "merchant": "amazon", | |
| "category": "shopping" | |
| }, | |
| "predicted": { | |
| "amount": "1432", | |
| "type": "debit", | |
| "date": "16-11-2025", | |
| "account": "1651", | |
| "reference": "373029676920", | |
| "merchant": "amazon", | |
| "category": "shopping" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2709.423065185547 | |
| }, | |
| { | |
| "bank": "phonepe", | |
| "expected": { | |
| "amount": "4426.23", | |
| "type": "debit", | |
| "date": "29-11-2025", | |
| "account": "3073", | |
| "reference": "687156468494", | |
| "merchant": "dmart", | |
| "category": "grocery" | |
| }, | |
| "predicted": { | |
| "amount": "4426.23", | |
| "type": "debit", | |
| "date": "29-11-2025", | |
| "account": "20250129", | |
| "reference": "687156468494", | |
| "merchant": "dmart", | |
| "category": "grocery" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 3300.4870414733887 | |
| }, | |
| { | |
| "bank": "axis", | |
| "expected": { | |
| "amount": "1907", | |
| "type": "credit", | |
| "date": "17 Dec 2025", | |
| "account": "5050", | |
| "reference": "385400876441" | |
| }, | |
| "predicted": { | |
| "amount": "1907", | |
| "type": "credit", | |
| "date": "17 Dec 2025", | |
| "account": "5050", | |
| "reference": "385400876441", | |
| "merchant": "mutual fund", | |
| "category": "transfer" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2559.9451065063477 | |
| }, | |
| { | |
| "bank": "kotak", | |
| "expected": { | |
| "amount": "37460", | |
| "type": "debit", | |
| "date": "29102025", | |
| "account": "8999", | |
| "reference": "344374238950", | |
| "merchant": "rapido", | |
| "category": "transport" | |
| }, | |
| "predicted": { | |
| "amount": "37460", | |
| "type": "debit", | |
| "date": "29102025", | |
| "account": "8999", | |
| "reference": "344374238950", | |
| "merchant": "rapido", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2535.1550579071045 | |
| }, | |
| { | |
| "bank": "phonepe", | |
| "expected": { | |
| "amount": "85.29", | |
| "type": "debit", | |
| "date": "16/11/2025", | |
| "account": "7046", | |
| "reference": "827164617915", | |
| "merchant": "water", | |
| "category": "bills" | |
| }, | |
| "predicted": { | |
| "amount": "85.29", | |
| "type": "debit", | |
| "date": "16/11/2025", | |
| "account": "7046", | |
| "reference": "827164617915", | |
| "merchant": "water", | |
| "category": "bills" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2577.362298965454 | |
| }, | |
| { | |
| "bank": "hdfc", | |
| "expected": { | |
| "amount": "1981", | |
| "type": "credit", | |
| "date": "27/11/2025", | |
| "account": "7482", | |
| "reference": "648275934229" | |
| }, | |
| "predicted": { | |
| "amount": "1981", | |
| "type": "credit", | |
| "date": "27/11/2025", | |
| "account": "7482", | |
| "reference": "648275934229" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2097.447156906128 | |
| }, | |
| { | |
| "bank": "gpay", | |
| "expected": { | |
| "amount": "389", | |
| "type": "debit", | |
| "date": "22102025", | |
| "account": "8195", | |
| "reference": "417489104406", | |
| "merchant": "ola", | |
| "category": "transport" | |
| }, | |
| "predicted": { | |
| "amount": "389", | |
| "type": "debit", | |
| "date": "22102025", | |
| "account": "417489104406", | |
| "merchant": "ola", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2155.5891036987305 | |
| }, | |
| { | |
| "bank": "gpay", | |
| "expected": { | |
| "amount": "2571.54", | |
| "type": "credit", | |
| "date": "24112025", | |
| "account": "5891", | |
| "reference": "409248663017" | |
| }, | |
| "predicted": { | |
| "amount": "2571.54", | |
| "type": "credit", | |
| "date": "24112025", | |
| "account": "409248663017", | |
| "merchant": "google", | |
| "category": "shopping" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2324.397087097168 | |
| }, | |
| { | |
| "bank": "hdfc", | |
| "expected": { | |
| "amount": "3143", | |
| "type": "debit", | |
| "date": "12102025", | |
| "account": "7912", | |
| "reference": "748913461122", | |
| "merchant": "swiggy", | |
| "category": "food" | |
| }, | |
| "predicted": { | |
| "amount": "3143", | |
| "type": "debit", | |
| "date": "12102025", | |
| "account": "7912", | |
| "reference": "748913461122", | |
| "merchant": "bigbazaar", | |
| "category": "grocery" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2544.909954071045 | |
| }, | |
| { | |
| "bank": "kotak", | |
| "expected": { | |
| "amount": "8160", | |
| "type": "debit", | |
| "date": "14-11-25", | |
| "account": "8705", | |
| "reference": "189485261008", | |
| "merchant": "rapido", | |
| "category": "transport" | |
| }, | |
| "predicted": { | |
| "amount": "8160", | |
| "type": "debit", | |
| "date": "14-11-25", | |
| "account": "8705", | |
| "reference": "189485261008", | |
| "merchant": "rapido", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2458.6687088012695 | |
| }, | |
| { | |
| "bank": "paytm", | |
| "expected": { | |
| "amount": "5151", | |
| "type": "credit", | |
| "date": "24/12/2025", | |
| "account": "6881", | |
| "reference": "728703172393" | |
| }, | |
| "predicted": { | |
| "amount": "5151", | |
| "type": "credit", | |
| "date": "06-11-25", | |
| "account": "6881", | |
| "reference": "728703172393" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": false, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2014.5847797393799 | |
| }, | |
| { | |
| "bank": "icici", | |
| "expected": { | |
| "amount": "692.75", | |
| "type": "credit", | |
| "date": "06112025", | |
| "account": "1931", | |
| "reference": "274079861243" | |
| }, | |
| "predicted": { | |
| "amount": "692.75", | |
| "type": "credit", | |
| "date": "06112025", | |
| "account": "1931", | |
| "reference": "274079861243" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2065.8881664276123 | |
| }, | |
| { | |
| "bank": "sbi", | |
| "expected": { | |
| "amount": "620", | |
| "type": "credit", | |
| "date": "02-12-25", | |
| "account": "7548", | |
| "reference": "661100891573" | |
| }, | |
| "predicted": { | |
| "amount": "620", | |
| "type": "credit", | |
| "date": "02-12-25", | |
| "account": "7548", | |
| "reference": "661100891573" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 1989.2139434814453 | |
| }, | |
| { | |
| "bank": "kotak", | |
| "expected": { | |
| "amount": "927.60", | |
| "type": "debit", | |
| "date": "14-12-2025", | |
| "account": "6363", | |
| "reference": "517729190564", | |
| "merchant": "airtel", | |
| "category": "bills" | |
| }, | |
| "predicted": { | |
| "amount": "927.60", | |
| "type": "debit", | |
| "date": "14-12-2025", | |
| "account": "6363", | |
| "reference": "517729190564", | |
| "merchant": "airtel", | |
| "category": "bills" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2634.366989135742 | |
| }, | |
| { | |
| "bank": "gpay", | |
| "expected": { | |
| "amount": "6712", | |
| "type": "debit", | |
| "date": "04-01-26", | |
| "account": "3870", | |
| "reference": "145424634923", | |
| "merchant": "zomato", | |
| "category": "food" | |
| }, | |
| "predicted": { | |
| "amount": "6712", | |
| "type": "debit", | |
| "date": "04-01-26", | |
| "account": "6712", | |
| "reference": "145424634923", | |
| "merchant": "zomato", | |
| "category": "food" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2525.550127029419 | |
| }, | |
| { | |
| "bank": "paytm", | |
| "expected": { | |
| "amount": "1638", | |
| "type": "debit", | |
| "date": "27 Nov 2025", | |
| "account": "7325", | |
| "reference": "520096802415", | |
| "merchant": "bigbazaar", | |
| "category": "grocery" | |
| }, | |
| "predicted": { | |
| "amount": "1638", | |
| "type": "debit", | |
| "date": "27 Nov 2025", | |
| "account": "520096802415", | |
| "reference": "520096802415", | |
| "merchant": "bigbazaar", | |
| "category": "grocery" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2758.028984069824 | |
| }, | |
| { | |
| "bank": "gpay", | |
| "expected": { | |
| "amount": "7416", | |
| "type": "debit", | |
| "date": "12 Dec 2025", | |
| "account": "4683", | |
| "reference": "697493414595", | |
| "merchant": "myntra", | |
| "category": "shopping" | |
| }, | |
| "predicted": { | |
| "amount": "7416", | |
| "type": "debit", | |
| "date": "12 Dec 2025", | |
| "account": "1608", | |
| "reference": "697493414595", | |
| "merchant": "myntra", | |
| "category": "shopping" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2545.9578037261963 | |
| }, | |
| { | |
| "bank": "phonepe", | |
| "expected": { | |
| "amount": "3728.11", | |
| "type": "credit", | |
| "date": "17/12/2025", | |
| "account": "2229", | |
| "reference": "706336912249" | |
| }, | |
| "predicted": { | |
| "amount": "3728.11", | |
| "type": "credit", | |
| "date": "17/12/2025", | |
| "account": "3011", | |
| "reference": "8410", | |
| "merchant": "phonepe", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2339.136838912964 | |
| }, | |
| { | |
| "bank": "kotak", | |
| "expected": { | |
| "amount": "102", | |
| "type": "credit", | |
| "date": "25 Oct 2025", | |
| "account": "2245", | |
| "reference": "317819329568" | |
| }, | |
| "predicted": { | |
| "amount": "102", | |
| "type": "credit", | |
| "date": "25 Oct 2025", | |
| "account": "2245", | |
| "reference": "317819329568" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2017.0180797576904 | |
| }, | |
| { | |
| "bank": "phonepe", | |
| "expected": { | |
| "amount": "1577", | |
| "type": "debit", | |
| "date": "22 Nov 2025", | |
| "account": "5118", | |
| "reference": "436171026274", | |
| "merchant": "dmart", | |
| "category": "grocery" | |
| }, | |
| "predicted": { | |
| "amount": "1577", | |
| "type": "debit", | |
| "date": "22 Nov 2025", | |
| "account": "2210", | |
| "reference": "436171026274", | |
| "merchant": "dmart", | |
| "category": "grocery" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2541.3999557495117 | |
| }, | |
| { | |
| "bank": "kotak", | |
| "expected": { | |
| "amount": "1755", | |
| "type": "debit", | |
| "date": "24-10-2025", | |
| "account": "7232", | |
| "reference": "734648396163", | |
| "merchant": "water", | |
| "category": "bills" | |
| }, | |
| "predicted": { | |
| "amount": "1755", | |
| "type": "debit", | |
| "date": "24-10-2025", | |
| "account": "7232", | |
| "reference": "7232", | |
| "merchant": "water", | |
| "category": "bills" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2368.7260150909424 | |
| }, | |
| { | |
| "bank": "hdfc", | |
| "expected": { | |
| "amount": "333", | |
| "type": "credit", | |
| "date": "26-12-2025", | |
| "account": "3504", | |
| "reference": "223957493142" | |
| }, | |
| "predicted": { | |
| "amount": "333", | |
| "type": "credit", | |
| "date": "26-12-2025", | |
| "account": "3504", | |
| "reference": "223957493142" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2064.250707626343 | |
| }, | |
| { | |
| "bank": "paytm", | |
| "expected": { | |
| "amount": "1749", | |
| "type": "credit", | |
| "date": "02-12-2025", | |
| "account": "1803", | |
| "reference": "957643978300" | |
| }, | |
| "predicted": { | |
| "amount": "1749", | |
| "type": "credit", | |
| "date": "02-12-2025", | |
| "account": "3098", | |
| "reference": "4567", | |
| "merchant": "4567", | |
| "category": "food" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2306.1821460723877 | |
| }, | |
| { | |
| "bank": "phonepe", | |
| "expected": { | |
| "amount": "1983.97", | |
| "type": "debit", | |
| "date": "05-11-2025", | |
| "account": "5658", | |
| "reference": "116633204627", | |
| "merchant": "kfc", | |
| "category": "food" | |
| }, | |
| "predicted": { | |
| "amount": "1983.97", | |
| "type": "debit", | |
| "date": "05-11-2025", | |
| "account": "5658", | |
| "reference": "116633204627", | |
| "merchant": "kfc", | |
| "category": "food" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2639.6148204803467 | |
| }, | |
| { | |
| "bank": "sbi", | |
| "expected": { | |
| "amount": "43122", | |
| "type": "debit", | |
| "date": "31-12-2025", | |
| "account": "5533", | |
| "reference": "566580698915", | |
| "merchant": "ola", | |
| "category": "transport" | |
| }, | |
| "predicted": { | |
| "amount": "43122", | |
| "type": "debit", | |
| "date": "31-12-2025", | |
| "account": "5533", | |
| "reference": "566580698915", | |
| "merchant": "ola", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2613.1350994110107 | |
| }, | |
| { | |
| "bank": "icici", | |
| "expected": { | |
| "amount": "3030.61", | |
| "type": "debit", | |
| "date": "28/10/2025", | |
| "account": "7932", | |
| "reference": "680958994499", | |
| "merchant": "airtel", | |
| "category": "bills" | |
| }, | |
| "predicted": { | |
| "amount": "3030.61", | |
| "type": "debit", | |
| "date": "28/10/2025", | |
| "account": "7932", | |
| "reference": "680958994499", | |
| "merchant": "airtel", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2637.838125228882 | |
| }, | |
| { | |
| "bank": "axis", | |
| "expected": { | |
| "amount": "549.89", | |
| "type": "credit", | |
| "date": "06-01-2026", | |
| "account": "4585", | |
| "reference": "567199758169" | |
| }, | |
| "predicted": { | |
| "amount": "549.89", | |
| "type": "credit", | |
| "date": "06-01-2026", | |
| "account": "4585", | |
| "reference": "4585", | |
| "merchant": "4585", | |
| "category": "shopping" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2488.3949756622314 | |
| }, | |
| { | |
| "bank": "gpay", | |
| "expected": { | |
| "amount": "1599", | |
| "type": "credit", | |
| "date": "11-11-2025", | |
| "account": "9998", | |
| "reference": "392932052116" | |
| }, | |
| "predicted": { | |
| "amount": "1599", | |
| "type": "credit", | |
| "date": "11-11-2025", | |
| "account": "392932052116", | |
| "merchant": "google", | |
| "category": "shopping" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2265.1331424713135 | |
| }, | |
| { | |
| "bank": "phonepe", | |
| "expected": { | |
| "amount": "1108", | |
| "type": "debit", | |
| "date": "27/12/2025", | |
| "account": "9004", | |
| "reference": "549769295925", | |
| "merchant": "dmart", | |
| "category": "grocery" | |
| }, | |
| "predicted": { | |
| "amount": "1108", | |
| "type": "debit", | |
| "date": "27/12/2025", | |
| "account": "3099", | |
| "reference": "549769295925", | |
| "merchant": "dmart", | |
| "category": "grocery" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2540.2798652648926 | |
| }, | |
| { | |
| "bank": "sbi", | |
| "expected": { | |
| "amount": "4044", | |
| "type": "credit", | |
| "date": "22112025", | |
| "account": "3532", | |
| "reference": "923004474410" | |
| }, | |
| "predicted": { | |
| "amount": "4044", | |
| "type": "credit", | |
| "date": "22112025", | |
| "account": "3532", | |
| "reference": "923004474410" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2006.8140029907227 | |
| }, | |
| { | |
| "bank": "icici", | |
| "expected": { | |
| "amount": "1820", | |
| "type": "credit", | |
| "date": "30/12/2025", | |
| "account": "7396", | |
| "reference": "101627677155" | |
| }, | |
| "predicted": { | |
| "amount": "1820", | |
| "type": "credit", | |
| "date": "30/12/2025", | |
| "account": "7396", | |
| "reference": "101627677155" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2096.690893173218 | |
| }, | |
| { | |
| "bank": "sbi", | |
| "expected": { | |
| "amount": "1722", | |
| "type": "credit", | |
| "date": "23-11-25", | |
| "account": "4728", | |
| "reference": "975402538007" | |
| }, | |
| "predicted": { | |
| "amount": "1722", | |
| "type": "credit", | |
| "date": "23-11-25", | |
| "account": "4728", | |
| "reference": "975402538007" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2052.6599884033203 | |
| }, | |
| { | |
| "bank": "phonepe", | |
| "expected": { | |
| "amount": "1147", | |
| "type": "debit", | |
| "date": "10/10/2025", | |
| "account": "8933", | |
| "reference": "337045863496", | |
| "merchant": "myntra", | |
| "category": "shopping" | |
| }, | |
| "predicted": { | |
| "amount": "1147", | |
| "type": "debit", | |
| "date": "10/10/2025", | |
| "account": "8933", | |
| "reference": "337045863496", | |
| "merchant": "myntra", | |
| "category": "shopping" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2572.690963745117 | |
| }, | |
| { | |
| "bank": "phonepe", | |
| "expected": { | |
| "amount": "155.62", | |
| "type": "credit", | |
| "date": "23-12-2025", | |
| "account": "2213", | |
| "reference": "638591937347" | |
| }, | |
| "predicted": { | |
| "amount": "155.62", | |
| "type": "credit", | |
| "date": "23-12-2025", | |
| "account": "638591937347", | |
| "reference": "638591937347" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2300.1911640167236 | |
| }, | |
| { | |
| "bank": "paytm", | |
| "expected": { | |
| "amount": "9269", | |
| "type": "debit", | |
| "date": "29-10-2025", | |
| "account": "4846", | |
| "reference": "175666412237", | |
| "merchant": "metro", | |
| "category": "transport" | |
| }, | |
| "predicted": { | |
| "amount": "9269", | |
| "type": "debit", | |
| "date": "29-10-2025", | |
| "account": "9419", | |
| "reference": "175666412237", | |
| "merchant": "metro", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2494.603157043457 | |
| }, | |
| { | |
| "bank": "phonepe", | |
| "expected": { | |
| "amount": "956.76", | |
| "type": "credit", | |
| "date": "13-11-25", | |
| "account": "1986", | |
| "reference": "781047077731" | |
| }, | |
| "predicted": { | |
| "amount": "956.76", | |
| "type": "credit", | |
| "date": "13-11-25", | |
| "account": "9408", | |
| "reference": "600100000000" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2013.024091720581 | |
| }, | |
| { | |
| "bank": "gpay", | |
| "expected": { | |
| "amount": "510", | |
| "type": "credit", | |
| "date": "23 Dec 2025", | |
| "account": "3522", | |
| "reference": "232916613814" | |
| }, | |
| "predicted": { | |
| "amount": "510", | |
| "type": "credit", | |
| "date": "23 Dec 2025", | |
| "account": "3998", | |
| "reference": "232916613814", | |
| "merchant": "mutual fund", | |
| "category": "investment" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2497.7450370788574 | |
| }, | |
| { | |
| "bank": "sbi", | |
| "expected": { | |
| "amount": "7867", | |
| "type": "debit", | |
| "date": "04 Dec 2025", | |
| "account": "5915", | |
| "reference": "835001525541", | |
| "merchant": "dmart", | |
| "category": "grocery" | |
| }, | |
| "predicted": { | |
| "amount": "7867", | |
| "type": "debit", | |
| "date": "04 Dec 2025", | |
| "account": "5915", | |
| "reference": "5915", | |
| "merchant": "dmart", | |
| "category": "grocery" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2309.216022491455 | |
| }, | |
| { | |
| "bank": "icici", | |
| "expected": { | |
| "amount": "1546", | |
| "type": "credit", | |
| "date": "27 Oct 2025", | |
| "account": "5861", | |
| "reference": "306823277527" | |
| }, | |
| "predicted": { | |
| "amount": "1546", | |
| "type": "credit", | |
| "date": "27 Oct 2025", | |
| "account": "5861", | |
| "reference": "306823277527" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2044.2569255828857 | |
| }, | |
| { | |
| "bank": "kotak", | |
| "expected": { | |
| "amount": "7325.84", | |
| "type": "debit", | |
| "date": "01-01-2026", | |
| "account": "4266", | |
| "reference": "374661490981", | |
| "merchant": "zepto", | |
| "category": "grocery" | |
| }, | |
| "predicted": { | |
| "amount": "7325.84", | |
| "type": "debit", | |
| "date": "01-01-2026", | |
| "account": "4266", | |
| "reference": "7325.84", | |
| "merchant": "zepto", | |
| "category": "grocery" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2510.90407371521 | |
| }, | |
| { | |
| "bank": "axis", | |
| "expected": { | |
| "amount": "1895", | |
| "type": "debit", | |
| "date": "16-12-2025", | |
| "account": "6491", | |
| "reference": "663859569104", | |
| "merchant": "nykaa", | |
| "category": "shopping" | |
| }, | |
| "predicted": { | |
| "amount": "1895", | |
| "type": "debit", | |
| "date": "16-12-2025", | |
| "account": "6491", | |
| "reference": "663859569104", | |
| "merchant": "nykaa", | |
| "category": "shopping" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2583.976984024048 | |
| }, | |
| { | |
| "bank": "axis", | |
| "expected": { | |
| "amount": "5155", | |
| "type": "debit", | |
| "date": "13-12-25", | |
| "account": "8144", | |
| "reference": "877579719274", | |
| "merchant": "metro", | |
| "category": "transport" | |
| }, | |
| "predicted": { | |
| "amount": "5155", | |
| "type": "debit", | |
| "date": "13-12-25", | |
| "account": "8144", | |
| "reference": "10753.00", | |
| "merchant": "metro", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2334.7651958465576 | |
| }, | |
| { | |
| "bank": "hdfc", | |
| "expected": { | |
| "amount": "4404", | |
| "type": "credit", | |
| "date": "09-11-2025", | |
| "account": "5315", | |
| "reference": "894370590668" | |
| }, | |
| "predicted": { | |
| "amount": "4404", | |
| "type": "credit", | |
| "date": "09-11-2025", | |
| "account": "5315", | |
| "reference": "894370590668" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2088.6001586914062 | |
| }, | |
| { | |
| "bank": "icici", | |
| "expected": { | |
| "amount": "521", | |
| "type": "debit", | |
| "date": "06-01-2026", | |
| "account": "1964", | |
| "reference": "794529888366", | |
| "merchant": "uber", | |
| "category": "transport" | |
| }, | |
| "predicted": { | |
| "amount": "521", | |
| "type": "debit", | |
| "date": "06-01-2026", | |
| "account": "1964", | |
| "reference": "794529888366", | |
| "merchant": "bigbazaar", | |
| "category": "grocery" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2559.617042541504 | |
| }, | |
| { | |
| "bank": "axis", | |
| "expected": { | |
| "amount": "7134.57", | |
| "type": "credit", | |
| "date": "28-12-25", | |
| "account": "6502", | |
| "reference": "397359885684" | |
| }, | |
| "predicted": { | |
| "amount": "7134.57", | |
| "type": "credit", | |
| "date": "28-12-25", | |
| "account": "6502", | |
| "reference": "90943.00", | |
| "merchant": "mcdonalds", | |
| "category": "food" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2520.8258628845215 | |
| }, | |
| { | |
| "bank": "gpay", | |
| "expected": { | |
| "amount": "6045", | |
| "type": "debit", | |
| "date": "22-10-2025", | |
| "account": "6280", | |
| "reference": "576266444796", | |
| "merchant": "metro", | |
| "category": "transport" | |
| }, | |
| "predicted": { | |
| "amount": "6045", | |
| "type": "debit", | |
| "date": "22-10-2025", | |
| "account": "6061", | |
| "reference": "576266444796", | |
| "merchant": "metro", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2467.1380519866943 | |
| }, | |
| { | |
| "bank": "hdfc", | |
| "expected": { | |
| "amount": "2653", | |
| "type": "debit", | |
| "date": "25 Dec 2025", | |
| "account": "6977", | |
| "reference": "599410093881", | |
| "merchant": "swiggy", | |
| "category": "food" | |
| }, | |
| "predicted": { | |
| "amount": "2653", | |
| "type": "debit", | |
| "date": "25 Dec 2025", | |
| "account": "6977", | |
| "reference": "599410093881", | |
| "merchant": "swiggy", | |
| "category": "food" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2599.6909141540527 | |
| }, | |
| { | |
| "bank": "kotak", | |
| "expected": { | |
| "amount": "1632", | |
| "type": "credit", | |
| "date": "11102025", | |
| "account": "1672", | |
| "reference": "232308735151" | |
| }, | |
| "predicted": { | |
| "amount": "1632", | |
| "type": "credit", | |
| "date": "11102025", | |
| "account": "1672", | |
| "reference": "600000000000", | |
| "merchant": "kotak", | |
| "category": "transfer" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2505.812883377075 | |
| }, | |
| { | |
| "bank": "axis", | |
| "expected": { | |
| "amount": "1477.17", | |
| "type": "debit", | |
| "date": "13 Dec 2025", | |
| "account": "3851", | |
| "reference": "844657758783", | |
| "merchant": "metro", | |
| "category": "transport" | |
| }, | |
| "predicted": { | |
| "amount": "1477.17", | |
| "type": "debit", | |
| "date": "13 Dec 2025", | |
| "account": "3851", | |
| "reference": "147717888098", | |
| "merchant": "metro", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2507.797956466675 | |
| }, | |
| { | |
| "bank": "hdfc", | |
| "expected": { | |
| "amount": "7599", | |
| "type": "debit", | |
| "date": "21/10/2025", | |
| "account": "5010", | |
| "reference": "901158030343", | |
| "merchant": "ola", | |
| "category": "transport" | |
| }, | |
| "predicted": { | |
| "amount": "7599", | |
| "type": "debit", | |
| "date": "21/10/2025", | |
| "account": "5010", | |
| "reference": "5010", | |
| "merchant": "ola", | |
| "category": "transport" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2288.4929180145264 | |
| }, | |
| { | |
| "bank": "gpay", | |
| "expected": { | |
| "amount": "609", | |
| "type": "credit", | |
| "date": "06 Nov 2025", | |
| "account": "3369", | |
| "reference": "599263022595" | |
| }, | |
| "predicted": { | |
| "amount": "609", | |
| "type": "credit", | |
| "date": "20251120", | |
| "account": "599263022595", | |
| "reference": "599263022595", | |
| "merchant": "google pay", | |
| "category": "transfer" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": false, | |
| "reference": true, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2949.0649700164795 | |
| }, | |
| { | |
| "bank": "paytm", | |
| "expected": { | |
| "amount": "7596.75", | |
| "type": "credit", | |
| "date": "19/12/2025", | |
| "account": "5161", | |
| "reference": "802060293051" | |
| }, | |
| "predicted": { | |
| "amount": "7596.75", | |
| "type": "debit", | |
| "date": "19/12/2025", | |
| "account": "6988", | |
| "reference": "802060293051", | |
| "merchant": "paytm", | |
| "category": "shopping" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": false, | |
| "date": true, | |
| "reference": true, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": false, | |
| "inference_time_ms": 2626.9099712371826 | |
| }, | |
| { | |
| "bank": "icici", | |
| "expected": { | |
| "amount": "29558", | |
| "type": "debit", | |
| "date": "03112025", | |
| "account": "7126", | |
| "reference": "268358041225", | |
| "merchant": "nykaa", | |
| "category": "shopping" | |
| }, | |
| "predicted": { | |
| "amount": "29558", | |
| "type": "debit", | |
| "date": "03112025", | |
| "account": "7126", | |
| "reference": "268358041225", | |
| "merchant": "nykaa", | |
| "category": "grocery" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2559.378147125244 | |
| }, | |
| { | |
| "bank": "gpay", | |
| "expected": { | |
| "amount": "2236", | |
| "type": "credit", | |
| "date": "21/10/2025", | |
| "account": "6091", | |
| "reference": "274847185866" | |
| }, | |
| "predicted": { | |
| "amount": "2236", | |
| "type": "credit", | |
| "date": "21/10/2025", | |
| "account": "6091", | |
| "reference": "2025102106091", | |
| "merchant": "gpay", | |
| "category": "transfer" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": false, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2489.237070083618 | |
| }, | |
| { | |
| "bank": "icici", | |
| "expected": { | |
| "amount": "537.63", | |
| "type": "debit", | |
| "date": "10122025", | |
| "account": "8744", | |
| "reference": "895137224815", | |
| "merchant": "dominos", | |
| "category": "food" | |
| }, | |
| "predicted": { | |
| "amount": "537.63", | |
| "type": "debit", | |
| "date": "10122025", | |
| "account": "8744", | |
| "reference": "895137224815", | |
| "merchant": "bigbazaar", | |
| "category": "shopping" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2572.903871536255 | |
| }, | |
| { | |
| "bank": "paytm", | |
| "expected": { | |
| "amount": "14903", | |
| "type": "debit", | |
| "date": "04-12-25", | |
| "account": "7512", | |
| "reference": "862886090135", | |
| "merchant": "ajio", | |
| "category": "shopping" | |
| }, | |
| "predicted": { | |
| "amount": "14903", | |
| "type": "debit", | |
| "date": "04-12-25", | |
| "account": "1234", | |
| "reference": "862886090135", | |
| "merchant": "ajio", | |
| "category": "shopping" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2520.9591388702393 | |
| }, | |
| { | |
| "bank": "paytm", | |
| "expected": { | |
| "amount": "1180", | |
| "type": "debit", | |
| "date": "19 Nov 2025", | |
| "account": "4090", | |
| "reference": "456193888210", | |
| "merchant": "water", | |
| "category": "bills" | |
| }, | |
| "predicted": { | |
| "amount": "1180", | |
| "type": "debit", | |
| "date": "19 Nov 2025", | |
| "account": "6988", | |
| "reference": "456193888210", | |
| "merchant": "water", | |
| "category": "bills" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": true, | |
| "reference": true, | |
| "merchant": true, | |
| "category": true | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2461.703300476074 | |
| }, | |
| { | |
| "bank": "paytm", | |
| "expected": { | |
| "amount": "4356", | |
| "type": "credit", | |
| "date": "17-12-2025", | |
| "account": "7951", | |
| "reference": "428941115748" | |
| }, | |
| "predicted": { | |
| "amount": "4356", | |
| "type": "credit", | |
| "date": "06-12-2025", | |
| "account": "7951", | |
| "reference": "428941115748", | |
| "merchant": "4017", | |
| "category": "shopping" | |
| }, | |
| "correct_fields": { | |
| "amount": true, | |
| "type": true, | |
| "date": false, | |
| "reference": true, | |
| "merchant": false, | |
| "category": false | |
| }, | |
| "overall_correct": true, | |
| "inference_time_ms": 2583.8332176208496 | |
| } | |
| ] | |
| } |