| ============================================================ |
| BENCHMARK REPORT |
| ============================================================ |
| Model: Qwen/Qwen3-Next-80B-A3B-Instruct |
| Task: image_extraction |
| Timestamp: 20251226_132204 |
|
|
| Metrics: |
| ---------------------------------------- |
| total_samples: 100 |
| valid_samples: 100 |
| error_count: 0 |
| error_rate: 0.0000 |
| response_rate: 1.0000 |
| connectivity_error_rate: 0.0000 |
| invalid_response_rate: 0.0000 |
| extraction_quality_score: 0.5620 |
| overall_extraction_quality_score: 0.5620 |
| schema_validity_rate: 1.0000 |
| hallucination_rate: 0.0000 |
| exact_match_rate: 0.0000 |
| field_f1_partial: 0.2699 |
| field_f1_strict: 0.2693 |
| field_precision_partial: 0.2699 |
| field_recall_partial: 0.2699 |
| field_precision_strict: 0.2693 |
| field_recall_strict: 0.2693 |
| type_accuracy: 1.0000 |
| match_distribution: {'exact': 26.92857142857143, 'partial': 0.2142857142857143, 'incorrect': 72.85714285714285, 'missed': 0.0, 'spurious': 0.0} |
| match_distribution_counts: {'exact': 377, 'partial': 3, 'incorrect': 1020, 'missed': 0, 'spurious': 0} |
| composite_score_stats: {'mean': 0.616116897694737, 'median': 1.0, 'stdev': 0.43482527041381974, 'min': 0.029999999999999992, 'max': 1.0} |
| sample_level_variance: {'eqs_mean': 0.5619571428571428, 'eqs_stdev': 0.03402113825059972, 'eqs_min': 0.4857142857142857, 'eqs_max': 0.6142857142857143, 'f1_mean': 0.2699285714285714, 'f1_stdev': 0.05670189708433286, 'f1_min': 0.14285714285714285, 'f1_max': 0.35714285714285715} |
| critical_error_rate: 0.5057 |
| field_accuracy_score: 0.2693 |
| numeric_precision_rate: 0.2133 |
| numeric_fields_total: 900 |
| numeric_fields_correct: 192 |
| imperfect_sample_quality: 0.5620 |
| imperfect_sample_quality_f1: 0.2699 |
| imperfect_sample_count: 100 |
| document_extraction_score: 0.3511 |
| strict_type_compliance_rate: 1.0000 |
| samples_with_type_errors: 0 |
| total_duration: 103.4406 |
| throughput: 0.9667 |
| ============================================================ |
|
|
