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6835659 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 | from __future__ import annotations
from typing import Dict, List
import matplotlib.pyplot as plt
def plot_distribution(values: List[float], title: str, xlabel: str) -> None:
plt.figure(figsize=(6, 4))
plt.hist(values, bins=20)
plt.title(title)
plt.xlabel(xlabel)
plt.ylabel("Count")
plt.tight_layout()
plt.show()
def plot_msci_distributions(results: List[Dict]) -> None:
plot_distribution(
[result["msci"] for result in results],
"MSCI Distribution (Gold v0)",
"MSCI score",
)
plot_distribution(
[result["st_i"] for result in results],
"Text–Image Similarity",
"Cosine similarity",
)
plot_distribution(
[result["st_a"] for result in results],
"Text–Audio Similarity",
"Cosine similarity",
)
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