Alternatives and similar repositories for LMM-Engines:

Users that are interested in LMM-Engines are comparing it to the libraries listed below

• VisualWebBench / VisualWebBench
  Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"
  ☆49Updated 5 months ago
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆65Updated 9 months ago
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆72Updated last month
• shulin16 / MMInA
  Official implementation of the paper "MMInA: Benchmarking Multihop Multimodal Internet Agents"
  ☆41Updated 3 weeks ago
• luka-group / vlm-knowledge-conflict
  Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."
  ☆41Updated 5 months ago
• JieyuZ2 / TaskMeAnything
  [NeurIPS 2024] A task generation and model evaluation system for multimodal language models.
  ☆68Updated 3 months ago
• TIGER-AI-Lab / MEGA-Bench
  This repo contains the code for "MEGA-Bench Scaling Multimodal Evaluation to over 500 Real-World Tasks" [ICLR2025]
  ☆60Updated last week
• vlf-silkie / VLFeedback
  ☆95Updated last year
• zeyofu / BLINK_Benchmark
  This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…
  ☆116Updated 8 months ago
• YuxiXie / V-DPO
  Preference Learning for LLaVA
  ☆40Updated 4 months ago
• chenllliang / MMEvalPro
  [NAACL 2025] Source code for MMEvalPro, a more trustworthy and efficient benchmark for evaluating LMMs
  ☆23Updated 5 months ago
• YiyangZhou / POVID
  [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
  ☆80Updated 10 months ago
• katiekang1998 / reasoning_generalization
  ☆30Updated 2 months ago
• mlfoundations / VisIT-Bench
  ☆49Updated last year
• princeton-nlp / PTP
  Improving Language Understanding from Screenshots. Paper: https://arxiv.org/abs/2402.14073
  ☆27Updated 8 months ago
• pipilurj / bootstrapped-preference-optimization-BPO
  code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"
  ☆54Updated 6 months ago
• ShujinWu-0814 / MACAROON
  Public code repo for EMNLP 2024 Findings paper "MACAROON: Training Vision-Language Models To Be Your Engaged Partners"
  ☆13Updated 5 months ago
• orrzohar / Video-STaR
  [ICLR 2025] Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision
  ☆59Updated 8 months ago
• si0wang / VisVM
  ☆37Updated 2 months ago
• MAmmoTH-VL / MAmmoTH-VL
  MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
  ☆35Updated 3 months ago
• HZQ950419 / Math-LLaVA
  Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
  ☆78Updated 8 months ago
• YujieLu10 / LLMScore
  LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation
  ☆127Updated last year
• zjunlp / Deco
  [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
  ☆40Updated 3 months ago
• MJ-Bench / MJ-Bench
  Official implementation for "MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?"
  ☆44Updated 3 weeks ago
• OpenGVLab / MMIU
  [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
  ☆66Updated 6 months ago
• dvlab-research / Mr-Ben
  This is the repo for our paper "Mr-Ben: A Comprehensive Meta-Reasoning Benchmark for Large Language Models"
  ☆47Updated 4 months ago
• RifleZhang / LLaVA-Reasoner-DPO
  ☆66Updated 2 months ago
• sail-sg / scaling-with-vocab
  [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623
  ☆80Updated 5 months ago