[Benchmark] Add MedQ-Bench (https://github.com/liujiyaoFDU/MedQ-Bench) (#1258)

* Add MedQ-Bench (https://github.com/liujiyaoFDU/MedQ-Bench)

* update

* fix lint error

Author: liujiyaoFDU

vlmeval/dataset/__init__.py

@@ -80,6 +80,10 @@
 from .m4bench import M4Bench
 from .mmhelix import MMHELIX
 
+from .medqbench_mcq import MedqbenchMCQDataset
+from .medqbench_caption import MedqbenchCaptionDataset
+from .medqbench_paired_description import MedqbenchPairedDescriptionDataset
+
 
 class ConcatDataset(ImageBaseDataset):
     # This dataset takes multiple dataset names as input and aggregate them into a single dataset.
@@ -206,7 +210,8 @@ def evaluate(self, eval_file, **judge_kwargs):
     ZEROBench, SCAM, Omni3DBench, TallyQA, _3DSRBench, BMMR, AffordanceDataset,
     MMEReasoning, GOBenchDataset, SFE, ChartMimic, MMVMBench, XLRSBench,
     OmniEarthMCQBench, VisFactor, OSTDataset, OCRBench_v2, TreeBench, CVQA, M4Bench,
-    AyaVisionBench, TopViewRS, VLMBias, MMHELIX
+    AyaVisionBench, TopViewRS, VLMBias, MMHELIX, MedqbenchMCQDataset,
+    MedqbenchPairedDescriptionDataset, MedqbenchCaptionDataset
 ]
 
 VIDEO_DATASET = [