[Benchmark] Merge remote feat/mmrarebench-hf and fix lint

- Resolve merge conflicts with remote (HLE, MMOral, SciDocBench, VideoMMEv2)
- Sync .pre-commit-config.yaml with upstream main (add isort, upgrade flake8)
- Remove redundant `from ..smp import *` in mmrarebench.py
- Fix isort ordering for all imports

Author: junzhin

README.md

@@ -33,6 +33,8 @@ English | [简体中文](/docs/zh-CN/README_zh-CN.md) | [日本語](/docs/ja/REA
 - **[2025-08-04]** In [PR 1175](https://github.com/open-compass/VLMEvalKit/pull/1175), we refine the `can_infer_option` and `can_infer_text`, which increasingly route the evaluation to LLM choice extractors and empirically leads to slight performance improvement for MCQ benchmarks.
 
 ## 🆕 News
+
+- **[2026-04-08]** Supported [**Video-MME-v2**](https://github.com/MME-Benchmarks/Video-MME-v2). Video-MME-v2 is an authoritative benchmark towards the next stage in video understanding evaluation. 🔥🔥🔥
 - **[2025-07-07]** Supported [**SeePhys**](https://seephys.github.io/), which is a ​full spectrum multimodal benchmark for evaluating physics reasoning across different knowledge levels. thanks to [**Quinn777**](https://github.com/Quinn777) 🔥🔥🔥
 - **[2025-07-02]** Supported [**OvisU1**](https://huggingface.co/AIDC-AI/Ovis-U1-3B), thanks to [**liyang-7**](https://github.com/liyang-7) 🔥🔥🔥
 - **[2025-06-16]** Supported [**PhyX**](https://phyx-bench.github.io/), a benchmark aiming to assess capacity for physics-grounded reasoning in visual scenarios. 🔥🔥🔥

docs/en/conf.py

@@ -10,9 +10,9 @@
 # If extensions (or modules to document with autodoc) are in another directory,
 # add these directories to sys.path here. If the directory is relative to the
 # documentation root, use os.path.abspath to make it absolute, like shown here.
-#
-import os
+
 import ast
+import os
 import subprocess
 import sys
 

docs/zh-CN/conf.py

@@ -10,9 +10,9 @@
 # If extensions (or modules to document with autodoc) are in another directory,
 # add these directories to sys.path here. If the directory is relative to the
 # documentation root, use os.path.abspath to make it absolute, like shown here.
-#
-import os
+
 import ast
+import os
 import subprocess
 import sys
 

requirements.txt

@@ -4,26 +4,28 @@ antlr4-python3-runtime==4.11.1
 apted>=1.0.3
 bert_score
 cairosvg
+cd-fvd
 colormath>=3.0.0
 datasets
 decord>=0.6.0
 distance>=0.1.3
 dotenv
 editdistance>=0.8.1
 einops
-# for gemini api
 google-genai
 gradio
 huggingface_hub
 imageio
 ipdb
 jieba>=0.42.1
 json_repair
+latex2sympy2-extended
 levenshtein>=0.27.1
 lpips
 lxml>=6.0.2
 math-verify
 matplotlib
+nest_asyncio
 nltk
 num2words
 numpy
@@ -43,20 +45,20 @@ python-dotenv
 qwen_vl_utils
 requests
 rich
+rouge
 scikit-image
 scikit-learn
-# For UniSVG
 sentence_transformers
 sentencepiece
 setuptools
 sty
 sympy
 tabulate
+termcolor
 tiktoken
 timeout-decorator
 timm
 torch
-# For SArena
 torchmetrics
 torchvision
 tqdm