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results.txt

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+============================================================
+FINAL EVALUATION RESULTS
+============================================================
+
+Final evaluation on test set:
+FAISS index verification - Accuracy on test set: 100.00%
+
+Dataset Information:
+  Dataset: CUB
+  DINO Version: 3
+  DINO Size: b
+  Fine-tuned: True
+  Total embeddings: 107084
+  Embedding dimension: 768
+
+Performance Summary:
+  Test Precision@1: 90.04%
+  Test MAP@R: 62.62%
+  FAISS Verification Accuracy: 100.00%
+
+Recall Metrics:
+  R@1: 90.04%
+  R@5: 96.30%
+  R@10: 97.16%
+  R@100: 99.21%
+
+File Locations:
+  FAISS index: logs/CUB_dino3_finetune_b/faiss_index.bin
+  FAISS mapping: logs/CUB_dino3_finetune_b/faiss_index_mapping.csv
+  Results file: logs/CUB_dino3_finetune_b/results.txt
+
+Encoding and FAISS index creation completed successfully!