update readme

README.md

@@ -1,51 +1,4 @@
----
-dataset_info:
-  features:
-  - name: image
-    dtype: image
-  - name: question
-    dtype: string
-  - name: choices
-    list: string
-  - name: answer
-    dtype: int32
-  - name: meta_info
-    struct:
-    - name: title
-      dtype: string
-    - name: journal
-      dtype: string
-    - name: doi
-      dtype: string
-    - name: url
-      dtype: string
-  - name: question_type
-    dtype: string
-  splits:
-  - name: en
-    num_bytes: 546653187.125
-    num_examples: 1525
-  - name: zh
-    num_bytes: 546319847.125
-    num_examples: 1525
-  download_size: 218606009
-  dataset_size: 1092973034.25
-configs:
-- config_name: RxnBench-VQA
-  data_files:
-  - split: en
-    path: data/en-*
-  - split: zh
-    path: data/zh-*
-license: cc-by-nc-4.0
-task_categories:
-- visual-question-answering
-language:
-- en
-- zh
-tags:
-- chemistry
----
+
 
 # SpecVQA: A Benchmark for Spectral Understanding and Visual Question Answering in Scientific Images
 
@@ -59,8 +12,8 @@ To address this gap, we introduce SpecVQA, an expert-curated benchmark that targ
 
 
 
-1. NMR (Nuclear Magnetic Resonance) involves interpreting chemical shifts ($\delta$), integration areas, coupling constants ($J$), and multiplicity to deduce molecular structures.
-2. IR (Infrared Absorption Spectroscopy) involves identifying characteristic vibrational frequencies ($\text{cm}^{-1}$) to determine the presence or absence of specific functional groups.
+1. NMR (Nuclear Magnetic Resonance) involves interpreting chemical shifts \(\delta\), integration areas, coupling constants \(J\), and multiplicity to deduce molecular structures.
+2. IR (Infrared Absorption Spectroscopy) involves identifying characteristic vibrational frequencies \($\text{cm}^{-1}$\) to determine the presence or absence of specific functional groups.
 3. XRD (X-ray Diffraction) requires analyzing diffraction peak positions ($2\theta$), intensities, and widths to infer crystal structures, lattice parameters, and crystallite sizes.
 4. Raman (Raman Spectroscopy) focuses on interpreting Raman-active vibrational modes to probe molecular symmetry and bonding characteristics, particularly in materials such as carbon-based systems.
 5. MS (Mass Spectrometry) involves analyzing molecular ion peaks and fragmentation patterns to determine molecular weight and identify structural fragments.