# Copyright 2024 Bytedance Ltd. and/or its affiliates # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import re from mathruler.grader import extract_boxed_content, grade_answer def format_reward(predict_str: str) -> float: pattern = re.compile(r'.*.*\\boxed\{.*\}.*', re.DOTALL) match_result = re.fullmatch(pattern, predict_str) return 1.0 if match_result else 0.0 def acc_reward(predict_str: str, ground_truth: str) -> float: answer = extract_boxed_content(predict_str) return 1.0 if grade_answer(answer, ground_truth) else 0.0 def compute_score(predict_str: str, ground_truth: str) -> float: return 0.9 * acc_reward(predict_str, ground_truth) + 0.1 * format_reward(predict_str)