| 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() |
|
|
