File size: 1,323 Bytes
e1c08ca | 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 35 36 37 38 39 40 41 42 43 44 45 | from __future__ import annotations
import sys
from pathlib import Path
ROOT = Path(__file__).resolve().parents[1]
if str(ROOT) not in sys.path:
sys.path.insert(0, str(ROOT))
from lol_viewport.metrics import evaluate_box_dir
REPLAYS = [
"241019_TESvsT1_3Set_cropped",
"241020_GENvsFLY_3Set_cropped",
"241026_WBGvsBLG_3Set_cropped",
"241027_T1vsGEN_3Set_cropped",
"241102_T1vsBLG_3Set_cropped",
]
METHODS = {
"random_champion_selection": "Random Champion Selection",
"riot_observer_system": "Riot Observer System Supervision",
"10ch_onehot_per_champion": "10-ch + One-hot (per champion)",
"1ch_10_champions": "1-ch (10 champions)",
"2ch_onehot": "2-ch + One-hot",
"2ch_role_ours": "2-ch + Role (Ours)",
}
def main() -> None:
root = ROOT / "data" / "evaluation_boxes"
print("| Method / Setting | Mean IoU | IoU >= 0.3 (%) | IoU >= 0.5 (%) | IoU >= 0.7 (%) | Frames |")
print("| --- | ---: | ---: | ---: | ---: | ---: |")
for directory, label in METHODS.items():
summary = evaluate_box_dir(root / directory, REPLAYS)
print(
f"| {label} | {summary.mean_iou:.4f} | {summary.iou_ge_03:.2f} | "
f"{summary.iou_ge_05:.2f} | {summary.iou_ge_07:.2f} | {summary.frames} |"
)
if __name__ == "__main__":
main()
|