Repository: open-compass/opencompass
Issue: [Bug] MedBench is not working
Root cause: Configuration Error

### Prerequisite

- [X] I have searched [Issues](https://github.com/open-compass/opencompass/issues/) and [Discussions](https://github.com/open-compass/opencompass/discussions) but cannot get the expected help.
- [X] The bug has not been fixed in the [latest version](https://github.com/open-compass/opencompass).

### Type

I'm evaluating with the officially supported tasks/models/datasets.

### Environment

```python
{'CUDA available': True,
 'CUDA_HOME': '/usr/local/cuda',
 'GCC': 'gcc (GCC) 9.2.1 20200522 (Alibaba 9.2.1-3 2.17)',
 'GPU 0': 'NVIDIA A100-SXM4-80GB',
 'MMEngine': '0.10.3',
 'MUSA available': False,
 'NVCC': 'Cuda compilation tools, release 12.1, V12.1.105',
 'OpenCV': '4.9.0',
 'PyTorch': '2.1.0+cu121',
 'PyTorch compiling details': 'PyTorch built with:\n'
                              '  - GCC 9.3\n'
                              '  - C++ Version: 201703\n'
                              '  - Intel(R) oneAPI Math Kernel Library Version '
                              '2022.2-Product Build 20220804 for Intel(R) 64 '
                              'architecture applications\n'
                              '  - Intel(R) MKL-DNN v3.1.1 (Git Hash '
                              '64f6bcbcbab628e96f33a62c3e975f8535a7bde4)\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 12.1\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 8.9.3\n'
                              '    - Built with CuDNN 8.9.2\n'
                              '  - Magma 2.6.1\n'
                              '  - Build settings: BLAS_INFO=mkl, '
                              'BUILD_TYPE=Release, CUDA_VERSION=12.1, '
                              'CUDNN_VERSION=8.9.2, '
                              '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 -DUSE_FBGEMM '
                              '-DUSE_QNNPACK -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-unused-function -Wno-unused-result '
                              '-Wno-strict-overflow -Wno-strict-aliasing '
                              '-Wno-stringop-overflow -Wno-psabi '
                              '-Wno-error=pedantic -Wno-error=old-style-cast '
                              '-Wno-invalid-partial-specialization '
                              '-Wno-unused-private-field '
                              '-Wno-aligned-allocation-unavailable '
                              '-Wno-missing-braces -fdiagnostics-color=always '
                              '-faligned-new -Wno-unused-but-set-variable '
                              '-Wno-maybe-uninitialized -fno-math-errno '
                              '-fno-trapping-math -Werror=format '
                              '-Werror=cast-function-type '
                              '-Wno-stringop-overflow, LAPACK_INFO=mkl, '
                              'PERF_WITH_AVX=1, PERF_WITH_AVX2=1, '
                              'PERF_WITH_AVX512=1, '
                              'TORCH_DISABLE_GPU_ASSERTS=ON, '
                              'TORCH_VERSION=2.1.0, USE_CUDA=ON, USE_CUDNN=ON, '
                              'USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, '
                              'USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, '
                              'USE_MPI=OFF, USE_NCCL=1, USE_NNPACK=ON, '
                              'USE_OPENMP=ON, USE_ROCM=OFF, \n',
 'Python': '3.8.18 (default, Sep 11 2023, 13:40:15) [GCC 11.2.0]',
 'TorchVision': '0.16.0+cu121',
 'numpy_random_seed': 2147483648,
 'opencompass': '0.2.2+16c2caa',
 'sys.platform': 'linux'}
```

### Reproduces the problem - code/configuration sample

```python
```

### Reproduces the problem - command or script

```shell
python run.py --datasets medbench_gen --models hf_llama_7b
```

### Reproduces the problem - error message

```
Traceback (most recent call last):
  File "run.py", line 357, in <module>
    main()
  File "run.py", line 224, in main
    cfg = get_config_from_arg(args)
  File "/mntnlp/luohe/antnlp/solutions/antllm/opencompass/opencompass/utils/run.py", line 75, in get_config_from_arg
    cfg = Config.fromfile(dataset[1])
  File "/opt/conda/lib/python3.8/site-packages/mmengine/config/config.py", line 492, in fromfile
    raise e
  File "/opt/conda/lib/python3.8/site-packages/mmengine/config/config.py", line 490, in fromfile
    cfg_dict, imported_names = Config._parse_lazy_import(filename)
  File "/opt/conda/lib/python3.8/site-packages/mmengine/config/config.py", line 1070, in _parse_lazy_import
    raise ConfigParsingError(
mmengine.config.utils.ConfigParsingError: configs/datasets/MedBench/medbench_gen_d44f24.py not found! It means that incorrect module is defined in `with read_base(): = from .medbench_gen_d44f24 import ...`, please make sure the base config module is valid and is consistent with the prior import logic
```

### Other information

- the file medbench_gen_d44f24.py doesn't exist
https://github.com/open-compass/opencompass/blob/0a6a03fe1a0a72b829ad875baf9a78958121fe6f/configs/datasets/MedBench/medbench_gen.py#L3-L4

- the name of the safety dataset is not consistent:
    - in datasets downloaded from https://medbench.opencompass.org.cn/home and in the leaderboard, it's called `MedSafety`
    - in `configs/datasets/MedBench/medbench_gen_0b4fff.py`, it's called `MedSafety`
    - in 0.2.2.rc1, it's called `SafetyBench`
    - in `opencompass/datasets/medbench/dataset_loader.py`, it's called `SafetyBench`
   
- the evaluator `MedBenchEvaluator_SMDoc` doesn't exist
https://github.com/open-compass/opencompass/blob/0a6a03fe1a0a72b829ad875baf9a78958121fe6f/configs/datasets/MedBench/medbench_gen_0b4fff.py#L5

also, i was wondering which version of code (for post-processing and evaluation) is currently used in MedBench leaderboard.

Please reach out to MedBench for further information; the platform is attentively maintained by an independent team. medbench@pjlab.org.cn

@xmshi-trio Pleas check this issue.

Our dataset has undergone a name change, and currently, the dataset does not include a development (dev) set. We will address these issues in the next version. If you need to evaluate a medical LLM, please submit directly through our website at https://medbench.opencompass.org.cn/home.

Thanks @xmshi-trio for your reply! Looking forward to your next version 😃 

Cheers

@TaoSunVoyage 修改把带后缀的修改成medbench_gen_d44f24.py，接着把数据集里面带有"_test"后缀删掉，如：DrugCA里面的文件改成DrugCA.jsonl，然后我在运行的时候报了分词器的error后来我把pip install transformers==4.33.0更新后，实测已跑通。

Feel free to reopen it if needed

> @TaoSunVoyage 修改把带后缀的修改成medbench_gen_d44f24.py，接着把数据集里面带有"_test"后缀删掉，如：DrugCA里面的文件改成DrugCA.jsonl，然后我在运行的时候报了分词器的error后来我把pip install transformers==4.33.0更新后，实测已跑通。

您好，可以跟您要一份config代码吗，我发现没有summarize

> > @TaoSunVoyage 修改把带后缀的修改成medbench_gen_d44f24.py，接着把数据集里面带有"_test"后缀删掉，如：DrugCA里面的文件改成DrugCA.jsonl，然后我在运行的时候报了分词器的error后来我把pip install transformers==4.33.0更新后，实测已跑通。
> 
> 您好，可以跟您要一份config代码吗，我发现没有summarize

@xhx1022 您好，现在的medbench做了更新，和我当时的情况应该不一致了，可以直接联系medbench解决这个问题。