| ============================================================ |
| BENCHMARK REPORT |
| ============================================================ |
| Model: ServiceNow-AI/Apriel-1.6-15b-Thinker |
| Task: image_extraction |
| Timestamp: 20251226_114444 |
|
|
| Metrics: |
| ---------------------------------------- |
| total_samples: 100 |
| valid_samples: 4 |
| error_count: 96 |
| error_rate: 0.9600 |
| response_rate: 1.0000 |
| connectivity_error_rate: 0.0000 |
| invalid_response_rate: 0.9600 |
| extraction_quality_score: 0.9454 |
| overall_extraction_quality_score: 0.0378 |
| schema_validity_rate: 0.0400 |
| hallucination_rate: 0.0000 |
| exact_match_rate: 0.0000 |
| field_f1_partial: 0.9089 |
| field_f1_strict: 0.8929 |
| field_precision_partial: 0.9089 |
| field_recall_partial: 0.9089 |
| field_precision_strict: 0.8929 |
| field_recall_strict: 0.8929 |
| type_accuracy: 0.9464 |
| match_distribution: {'exact': 89.28571428571429, 'partial': 5.357142857142857, 'incorrect': 5.357142857142857, 'missed': 0.0, 'spurious': 0.0} |
| match_distribution_counts: {'exact': 50, 'partial': 3, 'incorrect': 3, 'missed': 0, 'spurious': 0} |
| composite_score_stats: {'mean': 0.9753609831029186, 'median': 1.0, 'stdev': 0.1031862168980279, 'min': 0.4571428571428572, 'max': 1.0} |
| sample_level_variance: {'eqs_mean': 0.9453571428571428, 'eqs_stdev': 0.028935184429327333, 'eqs_min': 0.9142857142857141, 'eqs_max': 0.97, 'f1_mean': 0.9089285714285715, 'f1_stdev': 0.04822530738221216, 'f1_min': 0.8571428571428571, 'f1_max': 0.9500000000000001} |
| critical_error_rate: 0.0536 |
| field_accuracy_score: 0.8929 |
| numeric_precision_rate: 0.9167 |
| numeric_fields_total: 36 |
| numeric_fields_correct: 33 |
| imperfect_sample_quality: 0.9454 |
| imperfect_sample_quality_f1: 0.9089 |
| imperfect_sample_count: 4 |
| document_extraction_score: 0.9265 |
| strict_type_compliance_rate: 1.0000 |
| samples_with_type_errors: 0 |
| total_duration: 1196.1584 |
| throughput: 0.0836 |
| ============================================================ |
|
|
