Repository: open-compass/opencompass
Issue: [Bug] 在qwen2.5上评测mmlu_pro时eval报错
Root cause: Interface Contract Mismatch

### 先决条件

- [x] 我已经搜索过 [问题](https://github.com/open-compass/opencompass/issues/) 和 [讨论](https://github.com/open-compass/opencompass/discussions) 但未得到预期的帮助。
- [x] 错误在 [最新版本](https://github.com/open-compass/opencompass) 中尚未被修复。

### 问题类型

我正在使用官方支持的任务/模型/数据集进行评估。

### 环境

(opencompass) root@08f741bfce41:/workspace/oc/opencompass# python -c "import opencompass.utils;import pprint;pprint.pprint(dict(opencompass.utils.collect_env()))"
{'CUDA available': True,
 'CUDA_HOME': '/usr/local/cuda',
 'GCC': 'gcc (conda-forge gcc 12.1.0-17) 12.1.0',
 'GPU 0': 'NVIDIA GeForce RTX 4090',
 'MMEngine': '0.10.6',
 'MUSA available': False,
 'NVCC': 'Cuda compilation tools, release 12.8, V12.8.61',
 'PyTorch': '2.6.0+cu124',
 'PyTorch compiling details': 'PyTorch built with:\n'
                              '  - GCC 9.3\n'
                              '  - C++ Version: 201703\n'
                              '  - Intel(R) oneAPI Math Kernel Library Version '
                              '2024.2-Product Build 20240605 for Intel(R) 64 '
                              'architecture applications\n'
                              '  - Intel(R) MKL-DNN v3.5.3 (Git Hash '
                              '66f0cb9eb66affd2da3bf5f8d897376f04aae6af)\n'
                              '  - OpenMP 201511 (a.k.a. OpenMP 4.5)\n'
                              '  - LAPACK is enabled (usually provided by '
                              'MKL)\n'
                              '  - NNPACK is enabled\n'
                              '  - CPU capability usage: AVX512\n'
                              '  - CUDA Runtime 12.4\n'
                              '  - NVCC architecture flags: '
                              '-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_90,code=sm_90\n'
                              '  - CuDNN 90.1\n'
                              '  - Magma 2.6.1\n'
                              '  - Build settings: BLAS_INFO=mkl, '
                              'BUILD_TYPE=Release, '
                              'COMMIT_SHA=2236df1770800ffea5697b11b0bb0d910b2e59e1, '
                              'CUDA_VERSION=12.4, CUDNN_VERSION=9.1.0, '
                              'CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, '
                              'CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 '
                              '-fabi-version=11 -fvisibility-inlines-hidden '
                              '-DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO '
                              '-DLIBKINETO_NOROCTRACER -DLIBKINETO_NOXPUPTI=ON '
                              '-DUSE_FBGEMM -DUSE_PYTORCH_QNNPACK '
                              '-DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE '
                              '-O2 -fPIC -Wall -Wextra -Werror=return-type '
                              '-Werror=non-virtual-dtor -Werror=bool-operation '
                              '-Wnarrowing -Wno-missing-field-initializers '
                              '-Wno-type-limits -Wno-array-bounds '
                              '-Wno-unknown-pragmas -Wno-unused-parameter '
                              '-Wno-strict-overflow -Wno-strict-aliasing '
                              '-Wno-stringop-overflow -Wsuggest-override '
                              '-Wno-psabi -Wno-error=old-style-cast '
                              '-Wno-missing-braces -fdiagnostics-color=always '
                              '-faligned-new -Wno-unused-but-set-variable '
                              '-Wno-maybe-uninitialized -fno-math-errno '
                              '-fno-trapping-math -Werror=format '
                              '-Wno-stringop-overflow, LAPACK_INFO=mkl, '
                              'PERF_WITH_AVX=1, PERF_WITH_AVX2=1, '
                              'TORCH_VERSION=2.6.0, USE_CUDA=ON, USE_CUDNN=ON, '
                              'USE_CUSPARSELT=1, USE_EXCEPTION_PTR=1, '
                              'USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, '
                              'USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, '
                              'USE_NCCL=1, USE_NNPACK=ON, USE_OPENMP=ON, '
                              'USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF, \n',
 'Python': '3.10.16 (main, Dec 11 2024, 16:24:50) [GCC 11.2.0]',
 'TorchVision': '0.21.0+cu124',
 'lmdeploy': "not installed:No module named 'lmdeploy'",
 'numpy_random_seed': 2147483648,
 'opencompass': '0.4.2+455bb05',
 'sys.platform': 'linux',
 'transformers': '4.48.3'}

### 重现问题 - 代码/配置示例

python run.py --hf-path /cache/models/suppressed_5_L --datasets mmlu_pro_gen  --hf-type chat --batc
h-size 64

### 重现问题 - 命令或脚本

python run.py --hf-path /cache/models/suppressed_5_L --datasets mmlu_pro_gen  --hf-type chat --batc
h-size 64

### 重现问题 - 错误信息

04/22 14:03:00 - OpenCompass - INFO - Try to load the data from /root/.cache/opencompass/./data/mmlu_pro
Traceback (most recent call last):
  File "/workspace/oc/opencompass/opencompass/tasks/openicl_eval.py", line 458, in <module>
    inferencer.run()
  File "/workspace/oc/opencompass/opencompass/tasks/openicl_eval.py", line 85, in run
    self._score()
  File "/workspace/oc/opencompass/opencompass/tasks/openicl_eval.py", line 97, in _score
    result = self._evaluate_predictions(
  File "/workspace/oc/opencompass/opencompass/tasks/openicl_eval.py", line 281, in _evaluate_predictions
    result = evaluator.evaluate(k, n, copy.deepcopy(test_set), **preds)
AttributeError: 'AccEvaluator' object has no attribute 'evaluate'


### 其他信息

Qwen2.5 0.5B模型在跑mmlu_pro测评时可以正常推理但在评测结果时报错，导致所有结果都为空