import argparse from src.utils import read_file, check_data_validity from src.layout_evaluation import evaluate_layout from src.table_evaluation import evaluate_table def parse_args(): parser = argparse.ArgumentParser(description="Arguments for evaluation") parser.add_argument( "--label_path", type=str, required=True, help="Path to the ground truth file" ) parser.add_argument( "--pred_path", type=str, required=True, help="Path to the prediction file" ) parser.add_argument( "--ignore_classes_for_layout", type=list, default=["figure", "table", "chart"], help="List of layout classes to ignore. This is used only for layout evaluation." ) parser.add_argument( "--mode", type=str, default="layout", help="Mode for evaluation (layout/table)" ) return parser.parse_args() def main(): args = parse_args() print("Arguments:") for k, v in vars(args).items(): print(f" {k}: {v}") print("-" * 50) label_data = read_file(args.label_path) pred_data = read_file(args.pred_path) check_data_validity(label_data, pred_data) if args.mode == "layout": score = evaluate_layout( label_data, pred_data, ignore_classes=args.ignore_classes_for_layout, ) print(f"NID Score: {score:.4f}") elif args.mode == "table": teds_score, teds_s_score = evaluate_table(label_data, pred_data) print(f"TEDS Score: {teds_score:.4f}") print(f"TEDS-S Score: {teds_s_score:.4f}") else: raise ValueError(f"{args.mode} mode not supported") if __name__ == "__main__": main()