Alternatives and similar repositories for VisIT-Bench

Users that are interested in VisIT-Bench are comparing it to the libraries listed below

• OFA-Sys / TouchStone
  Touchstone: Evaluating Vision-Language Models by Language Models
  ☆83Updated last year
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆83Updated 8 months ago
• HYPJUDY / Sparkles
  Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models
  ☆44Updated last year
• thunlp / Muffin
  ☆65Updated last year
• TencentARC / GVT
  Official code for "What Makes for Good Visual Tokenizers for Large Language Models?".
  ☆58Updated 2 years ago
• patrick-tssn / VideoHallucer
  VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)
  ☆37Updated 6 months ago
• YuxiXie / V-DPO
  Preference Learning for LLaVA
  ☆51Updated 10 months ago
• YiyangZhou / POVID
  [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
  ☆88Updated last year
• yuecao0119 / MMInstruct
  [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…
  ☆57Updated 10 months ago
• icoz69 / StableLLAVA
  Official repo for StableLLAVA
  ☆94Updated last year
• FreedomIntelligence / MLLM-Bench
  MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
  ☆71Updated 11 months ago
• rohan598 / ConTextual
  ☆27Updated last year
• findalexli / mllm-dpo
  [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model
  ☆47Updated 10 months ago
• vlf-silkie / VLFeedback
  ☆100Updated last year
• Yangyi-Chen / SOLO
  [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"
  ☆147Updated 10 months ago
• gzcch / Bingo
  ☆55Updated last year
• joez17 / VideoNIAH
  VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs
  ☆48Updated 6 months ago
• X2FD / LVIS-INSTRUCT4V
  ☆133Updated last year
• cliangyu / Cola
  [NeurIPS2023] Official implementation of the paper "Large Language Models are Visual Reasoning Coordinators"
  ☆104Updated last year
• palchenli / VL-Instruction-Tuning
  ☆91Updated last year
• MAmmoTH-VL / MAmmoTH-VL
  (ACL 2025) MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
  ☆48Updated 4 months ago
• core-mm / core-mm
  ☆17Updated last year
• MengLcool / DeepStack-VL
  [NeurIPS-24] This is the official implementation of the paper "DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effect…
  ☆57Updated last year
• YujieLu10 / LLMScore
  LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation
  ☆133Updated last year
• pipilurj / bootstrapped-preference-optimization-BPO
  code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"
  ☆59Updated last year
• Victorwz / MLM_Filter
  Official implementation of our paper "Finetuned Multimodal Language Models are High-Quality Image-Text Data Filters".
  ☆67Updated 5 months ago
• facebookresearch / multimodal_rewardbench
  Multimodal RewardBench
  ☆51Updated 7 months ago
• RenShuhuai-Andy / TESTA
  [EMNLP 2023] TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding
  ☆50Updated last year
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆70Updated last year
• xiangyu-mm / EasyGen
  The official code for paper "EasyGen: Easing Multimodal Generation with a Bidirectional Conditional Diffusion Model and LLMs"
  ☆74Updated 10 months ago