{ "whisper": { "n_examples": 1978, "wer": 0.19286111707900203, "wer_zwnj_normalized": 0.18077200636819868, "exact_match": 0.006066734074823054, "hallucination_rate": 0.0, "rows_changed": 0.0, "fix_rate": 0.0, "preservation_rate": 1.0, "targeted_score": 0.5, "fix_rate_lenient": 0.0, "preservation_rate_lenient": 1.0, "targeted_score_lenient": 0.5, "fixed_lenient": 0, "broken_lenient": 0, "net_fixed_lenient": 0, "broken_per_100_correct": 0.0, "fix_rate_recoverable": 0.0, "unrecoverable_targets": 966, "entity_fix_rate": 0.0, "entity_keep_rate": 1.0, "entity_spans_whisper_wrong": 57, "entity_spans_whisper_right": 217, "accepted": 0 }, "rules only": { "n_examples": 1978, "wer": 0.18624502140177493, "wer_zwnj_normalized": 0.17446440474419783, "exact_match": 0.006572295247724975, "hallucination_rate": 0.0, "rows_changed": 0.6875631951466128, "fix_rate": 0.05559820155718829, "preservation_rate": 0.9996089846635096, "targeted_score": 0.5276035931103489, "fix_rate_lenient": 0.05892479464856623, "preservation_rate_lenient": 0.9995903045402917, "targeted_score_lenient": 0.5292575495944289, "fixed_lenient": 3594, "broken_lenient": 123, "net_fixed_lenient": 3471, "broken_per_100_correct": 0.04096954597082835, "fix_rate_recoverable": 0.059573192063571395, "unrecoverable_targets": 966, "entity_fix_rate": 0.0, "entity_keep_rate": 1.0, "entity_spans_whisper_wrong": 57, "entity_spans_whisper_right": 217, "accepted": 0 }, "accept all": { "n_examples": 1978, "wer": 0.17689930423573352, "wer_zwnj_normalized": 0.16549604191112066, "exact_match": 0.006572295247724975, "hallucination_rate": 0.0, "rows_changed": 0.955005055611729, "fix_rate": 0.1773377406670531, "preservation_rate": 0.9867622927535167, "targeted_score": 0.5820500167102849, "fix_rate_lenient": 0.1761841522797698, "preservation_rate_lenient": 0.9868397824283949, "targeted_score_lenient": 0.5815119673540823, "fixed_lenient": 10746, "broken_lenient": 3951, "net_fixed_lenient": 6795, "broken_per_100_correct": 1.3160217571605106, "fix_rate_recoverable": 0.1784863478101521, "unrecoverable_targets": 966, "entity_fix_rate": 0.19298245614035087, "entity_keep_rate": 0.8894009216589862, "entity_spans_whisper_wrong": 57, "entity_spans_whisper_right": 217, "accepted": 11829 }, "oracle": { "n_examples": 1978, "wer": 0.16575495656293554, "wer_zwnj_normalized": 0.15435169423832268, "exact_match": 0.007583417593528817, "hallucination_rate": 0.0, "rows_changed": 0.8923154701718908, "fix_rate": 0.17237165729324957, "preservation_rate": 0.9992279953612881, "targeted_score": 0.5857998263272689, "fix_rate_lenient": 0.17277392487662518, "preservation_rate_lenient": 0.9993904530965316, "targeted_score_lenient": 0.5860821889865784, "fixed_lenient": 10538, "broken_lenient": 183, "net_fixed_lenient": 10355, "broken_per_100_correct": 0.06095469034684218, "fix_rate_recoverable": 0.1750212404418012, "unrecoverable_targets": 966, "entity_fix_rate": 0.19298245614035087, "entity_keep_rate": 1.0, "entity_spans_whisper_wrong": 57, "entity_spans_whisper_right": 217, "accepted": 5616 }, "verifier@0.3": { "n_examples": 1978, "wer": 0.18431693356911094, "wer_zwnj_normalized": 0.17262445806959847, "exact_match": 0.006572295247724975, "hallucination_rate": 0.0, "rows_changed": 0.8427704752275025, "fix_rate": 0.0792066799304435, "preservation_rate": 0.9964808619715863, "targeted_score": 0.5378437709510149, "fix_rate_lenient": 0.08350138540488253, "preservation_rate_lenient": 0.9964926071620096, "targeted_score_lenient": 0.5399969962834461, "fixed_lenient": 5093, "broken_lenient": 1053, "net_fixed_lenient": 4040, "broken_per_100_correct": 0.35073928379904273, "fix_rate_recoverable": 0.08447865127359355, "unrecoverable_targets": 966, "entity_fix_rate": 0.15789473684210525, "entity_keep_rate": 1.0, "entity_spans_whisper_wrong": 57, "entity_spans_whisper_right": 217, "accepted": 2995 }, "verifier@0.7": { "n_examples": 1978, "wer": 0.18537462746588662, "wer_zwnj_normalized": 0.1736215549202047, "exact_match": 0.006572295247724975, "hallucination_rate": 0.0, "rows_changed": 0.7588473205257836, "fix_rate": 0.06358779941409616, "preservation_rate": 0.9985295149738822, "targeted_score": 0.5310586571939891, "fix_rate_lenient": 0.06720443329562409, "preservation_rate_lenient": 0.998527761030967, "targeted_score_lenient": 0.5328660971632955, "fixed_lenient": 4099, "broken_lenient": 442, "net_fixed_lenient": 3657, "broken_per_100_correct": 0.14722389690330187, "fix_rate_recoverable": 0.06796941376380629, "unrecoverable_targets": 966, "entity_fix_rate": 0.05263157894736842, "entity_keep_rate": 1.0, "entity_spans_whisper_wrong": 57, "entity_spans_whisper_right": 217, "accepted": 1085 }, "verifier@0.8": { "n_examples": 1978, "wer": 0.1857712626771775, "wer_zwnj_normalized": 0.17400441807554798, "exact_match": 0.006572295247724975, "hallucination_rate": 0.0, "rows_changed": 0.7254802831142568, "fix_rate": 0.05920135353187223, "preservation_rate": 0.9991411030642903, "targeted_score": 0.5291712282980813, "fix_rate_lenient": 0.0626957191808896, "preservation_rate_lenient": 0.9991273153622474, "targeted_score_lenient": 0.5309115172715685, "fixed_lenient": 3824, "broken_lenient": 262, "net_fixed_lenient": 3562, "broken_per_100_correct": 0.08726846377526039, "fix_rate_recoverable": 0.06340480117280557, "unrecoverable_targets": 966, "entity_fix_rate": 0.03508771929824561, "entity_keep_rate": 1.0, "entity_spans_whisper_wrong": 57, "entity_spans_whisper_right": 217, "accepted": 479 }, "verifier@0.9": { "n_examples": 1978, "wer": 0.18618993317798455, "wer_zwnj_normalized": 0.17440931652040742, "exact_match": 0.006572295247724975, "hallucination_rate": 0.0, "rows_changed": 0.6895854398382204, "fix_rate": 0.055895853242053484, "preservation_rate": 0.9995555124807417, "targeted_score": 0.5277256828613976, "fix_rate_lenient": 0.05923630580558425, "preservation_rate_lenient": 0.9995370108219557, "targeted_score_lenient": 0.52938665831377, "fixed_lenient": 3613, "broken_lenient": 139, "net_fixed_lenient": 3474, "broken_per_100_correct": 0.04629891780443204, "fix_rate_recoverable": 0.05988971629433422, "unrecoverable_targets": 966, "entity_fix_rate": 0.0, "entity_keep_rate": 1.0, "entity_spans_whisper_wrong": 57, "entity_spans_whisper_right": 217, "accepted": 30 }, "verifier@0.95": { "n_examples": 1978, "wer": 0.18624502140177493, "wer_zwnj_normalized": 0.17446440474419783, "exact_match": 0.006572295247724975, "hallucination_rate": 0.0, "rows_changed": 0.6875631951466128, "fix_rate": 0.05559820155718829, "preservation_rate": 0.9996089846635096, "targeted_score": 0.5276035931103489, "fix_rate_lenient": 0.05892479464856623, "preservation_rate_lenient": 0.9995903045402917, "targeted_score_lenient": 0.5292575495944289, "fixed_lenient": 3594, "broken_lenient": 123, "net_fixed_lenient": 3471, "broken_per_100_correct": 0.04096954597082835, "fix_rate_recoverable": 0.059573192063571395, "unrecoverable_targets": 966, "entity_fix_rate": 0.0, "entity_keep_rate": 1.0, "entity_spans_whisper_wrong": 57, "entity_spans_whisper_right": 217, "accepted": 0 } }