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ae419ed | 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 | from __future__ import annotations
import argparse
import json
from pathlib import Path
import pandas as pd
from common import ROOT
def main() -> None:
ap = argparse.ArgumentParser()
ap.add_argument("--results", default="results")
args = ap.parse_args()
rows = []
for path in (ROOT / args.results).rglob("metrics_*.json"):
rows.append(json.loads(path.read_text()))
if not rows:
raise SystemExit("No metrics_*.json files found")
df = pd.DataFrame(rows)
out = ROOT / args.results / "all_metrics.csv"
df.to_csv(out, index=False)
print(f"Wrote {out}")
cols = [c for c in ["dataset", "method", "split", "robustness", "accuracy", "recall", "f1", "macro_f1", "fps", "params"] if c in df]
print(df[cols].sort_values(cols[:4]).to_string(index=False))
if __name__ == "__main__":
main()
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