Alternatives and similar repositories for NaturalBench

Users that are interested in NaturalBench are comparing it to the libraries listed below

• zhaohengyuan1 / Genixer
  (ECCV 2024) Empowering Multimodal Large Language Model as a Powerful Data Generator
  ☆113Updated 5 months ago
• zhangbaijin / From-Redundancy-to-Relevance
  [NAACL 2025 Oral] 🎉 From redundancy to relevance: Enhancing explainability in multimodal large language models
  ☆109Updated 6 months ago
• dongyh20 / Chain-of-Spot
  Chain-of-Spot: Interactive Reasoning Improves Large Vision-language Models
  ☆96Updated last year
• liuzuyan / ElasticCache
  [ECCV 2024] Efficient Inference of Vision Instruction-Following Models with Elastic Cache
  ☆42Updated last year
• dle666 / R-CoT
  Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models
  ☆178Updated 9 months ago
• OPPOMKLab / u-LLaVA
  u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model
  ☆134Updated 4 months ago
• steven-ccq / ViLAMP
  [ICML 2025] Official repository for paper "Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation"
  ☆174Updated 3 months ago
• OatmealLiu / FineR
  [ICLR'24] Democratizing Fine-grained Visual Recognition with Large Language Models
  ☆182Updated last year
• hqhQAQ / Hint-GRPO
  [ICCV 2025] Boosting MLLM Reasoning with Text-Debiased Hint-GRPO
  ☆31Updated last month
• ZrrSkywalker / MAVIS
  [ICLR 2025] Mathematical Visual Instruction Tuning for Multi-modal Large Language Models
  ☆148Updated 8 months ago
• CR400AF-A / SparseMM
  [ICCV 2025] SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs
  ☆69Updated last month
• OpenNLPLab / FAVDBench
  [CVPR 2023] Official implementation of the paper: Fine-grained Audible Video Description
  ☆73Updated last year
• shihongl1998 / LLM-as-a-blackbox-optimizer
  ☆68Updated 5 months ago
• luo-junyu / RobustFT
  RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response
  ☆41Updated 8 months ago
• DCDmllm / WorldGPT
  WorldGPT: Empowering LLM as Multimodal World Model
  ☆119Updated last year
• zhuang-li / FactualSceneGraph
  [ACL 2023 Findings] FACTUAL dataset, the textual scene graph parser trained on FACTUAL.
  ☆115Updated 2 months ago
• XLearning-SCU / 2024-ICLR-Norton
  Multi-granularity Correspondence Learning from Long-term Noisy Videos [ICLR 2024, Oral]
  ☆116Updated last year
• showlab / LOVA3
  (NeurIPS 2024) Official PyTorch implementation of LOVA3
  ☆89Updated 5 months ago
• whwu95 / GPT4Vis
  GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition?
  ☆185Updated last year
• ZrrSkywalker / MathVerse
  [ECCV 2024] Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
  ☆169Updated 3 months ago
• VITA-MLLM / Long-VITA
  ✨✨Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy
  ☆296Updated 3 months ago
• uw-nsl / TinyV
  Your efficient and accurate answer verification system for RL training.
  ☆37Updated 2 months ago
• ZJU-REAL / GUI-G2
  A Gaussian dense reward framework for GUI grounding training
  ☆217Updated last week
• om-ai-lab / VL-CheckList
  Evaluating Vision & Language Pretraining Models with Objects, Attributes and Relations. [EMNLP 2022]
  ☆134Updated 10 months ago
• tencent-ailab / Leopard
  The repository for the paper titled "Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks"
  ☆159Updated 8 months ago
• sinwang20 / SIUO
  [NAACL 2025] SIUO: Cross-Modality Safety Alignment
  ☆112Updated 6 months ago
• mashijie1028 / GenHancer
  (ICCV 2025) Enhance CLIP and MLLM's fine-grained visual representations with generative models.
  ☆70Updated 2 months ago
• niejiahao1998 / MMRel
  ☆30Updated 9 months ago
• luo-junyu / SemiEvol
  SemiEvol: Semi-supervised Fine-tuning for LLM Adaptation
  ☆55Updated 4 months ago
• SunzeY / SEAgent
  Official implementation of "SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience"
  ☆167Updated 2 weeks ago