{ "muharaf": { "lines": 377, "decoders": { "greedy": { "raw": { "cer": 0.38104209279793305, "wer": 0.8398471936526594, "exact_line_rate": 0.0, "gt_chars": 18578, "gt_words": 3403 }, "arabic_normalized": { "cer": 0.356801416347005, "wer": 0.8446694084150586, "exact_line_rate": 0.026525198938992044, "gt_chars": 16945, "gt_words": 3161 } }, "current_lm": { "raw": { "cer": 0.4174292173538594, "wer": 0.8198648251542756, "exact_line_rate": 0.002652519893899204, "gt_chars": 18578, "gt_words": 3403 }, "arabic_normalized": { "cer": 0.385364414281499, "wer": 0.8142992723821575, "exact_line_rate": 0.03978779840848806, "gt_chars": 16945, "gt_words": 3161 }, "vs_greedy": { "improved": 84, "damaged": 225, "unchanged": 68, "net": -141 } } }, "note": "«حسّن/أفسد» مقاسان بأخطاء الحروف بعد التطبيع، مقابل greedy على السطر نفسه — لا بالمتوسط الكلّي.", "seconds": 858.0 }, "mendeley": { "lines": 647, "decoders": { "greedy": { "raw": { "cer": 0.30022889549383347, "wer": 0.7187772925764192, "exact_line_rate": 0.0, "gt_chars": 29271, "gt_words": 5725 }, "arabic_normalized": { "cer": 0.278777613099019, "wer": 0.688293370944993, "exact_line_rate": 0.0, "gt_chars": 28338, "gt_words": 5672 } }, "current_lm": { "raw": { "cer": 0.2978374500358717, "wer": 0.6536244541484716, "exact_line_rate": 0.0030911901081916537, "gt_chars": 29271, "gt_words": 5725 }, "arabic_normalized": { "cer": 0.2750017644152728, "wer": 0.6170662905500706, "exact_line_rate": 0.00463678516228748, "gt_chars": 28338, "gt_words": 5672 }, "vs_greedy": { "improved": 286, "damaged": 251, "unchanged": 110, "net": 35 } } }, "note": "«حسّن/أفسد» مقاسان بأخطاء الحروف بعد التطبيع، مقابل greedy على السطر نفسه — لا بالمتوسط الكلّي.", "seconds": 1268.2 } }