30 lines
904 B
Plaintext
30 lines
904 B
Plaintext
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Test Parameters:
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Logos: 50, Seed: 42, Threshold: 0.7
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Method: multi-ref, Refs/logo: 3, Margin: 0.05
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BASELINE (openai/clip-vit-large-patch14):
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True Positives (correct matches): 101
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False Positives (wrong matches): 104
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False Negatives (missed logos): 156
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Precision: 0.4927 (49.3%)
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Recall: 0.4056 (40.6%)
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F1 Score: 0.4449 (44.5%)
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FINE-TUNED (models/logo_detection/clip_finetuned):
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True Positives (correct matches): 164
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False Positives (wrong matches): 414
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False Negatives (missed logos): 115
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Precision: 0.2837 (28.4%)
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Recall: 0.6586 (65.9%)
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F1 Score: 0.3966 (39.7%)
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F1 SCORE COMPARISON:
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Baseline: 44.5%
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Fine-tuned: 39.7%
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Full results saved to: comparison_results/
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