Algorithm Evaluation Comparison
Compare image captioning algorithms by repeatability and processing performance
Analysed Image
Repeatability Score
Higher similarity = more consistent outputs (100% = identical every time)
Processing Speed
Iterations per second (higher = faster)
Unique Outputs Ratio
Lower = more repeatable (0% = always same output)
Similarity Consistency
Standard deviation of similarity (lower = more consistent)
TF-IDF Repeatability Score
Term-frequency based similarity (higher = more consistent wording)
Detailed Comparison Table
| Algorithm | Length | Avg Similarity | Unique Ratio | Std Deviation | TF-IDF Similarity | TF-IDF Std Dev | Speed (it/s) | Total Time | Est. 974k Images |
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