Alternatives and similar repositories for ALToLLM

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

• congvvc / InstructSeg
  [ICCV 2025] Official implementation of "InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models"
  ☆53Updated last year
• lizhou-cs / mglmm
  ☆32Updated last year
• Haochen-Wang409 / ross
  [ICLR'25] Reconstructive Visual Instruction Tuning
  ☆135Updated 10 months ago
• SuleBai / SC-CLIP
  [TIP 2025] Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation
  ☆58Updated last month
• wuw2019 / LoTLIP
  [NeurIPS 2024] Official PyTorch implementation of LoTLIP: Improving Language-Image Pre-training for Long Text Understanding
  ☆48Updated last year
• Visual-AI / PruneVid
  [ACL 2025] PruneVid: Visual Token Pruning for Efficient Video Large Language Models
  ☆66Updated 8 months ago
• whwu95 / FreeVA
  FreeVA: Offline MLLM as Training-Free Video Assistant
  ☆68Updated last year
• FeipengMa6 / VLoRA
  [NeurIPS 2024] Visual Perception by Large Language Model’s Weights
  ☆55Updated 10 months ago
• Dongping-Chen / ISG
  (ICLR 2025 Spotlight) Official code repository for Interleaved Scene Graph.
  ☆31Updated 6 months ago
• ChocoWu / SeTok
  Codes for ICLR 2025 Paper: Towards Semantic Equivalence of Tokenization in Multimodal LLM
  ☆77Updated 9 months ago
• Tencent / HaploVLM
  ICML2025
  ☆63Updated 5 months ago
• showlab / VideoLISA
  [NeurlPS 2024] One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
  ☆145Updated last year
• appletea233 / Temporal-R1
  Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency
  ☆60Updated 8 months ago
• mbzuai-oryx / VideoGLaMM
  [CVPR 2025 🔥]A Large Multimodal Model for Pixel-Level Visual Grounding in Videos
  ☆95Updated 9 months ago
• eric-ai-lab / GRIT
  Official code for NeurIPS 2025 paper "GRIT: Teaching MLLMs to Think with Images"
  ☆173Updated 3 weeks ago
• yu-rp / VisualPerceptionToken
  ☆132Updated 10 months ago
• callsys / ControlCap
  [ECCV 2024] ControlCap: Controllable Region-level Captioning
  ☆80Updated last year
• PhoenixZ810 / RISEBench
  [NIPS 2025 DB Oral] Official Repository of paper: Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
  ☆140Updated last week
• hshjerry / VideoEspresso
  [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection
  ☆134Updated 6 months ago
• OpenGVLab / Mono-InternVL
  [CVPR 2025] Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training
  ☆101Updated 6 months ago
• AFeng-x / Draw-and-Understand
  [ICLR2025] Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want
  ☆93Updated 2 months ago
• Cooperx521 / ScaleCap
  (ICLR 2026)Official repository of 'ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing’
  ☆58Updated 2 weeks ago
• wusize / F-LMM
  [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models
  ☆108Updated 8 months ago
• xuyang-liu16 / VidCom2
  [EMNLP 2025 Main] Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models
  ☆60Updated this week
• JierunChen / Ref-L4
  Evaluation code for Ref-L4, a new REC benchmark in the LMM era
  ☆56Updated last year
• CYWang735 / AdaTooler-V
  ☆54Updated 3 weeks ago
• Haochen-Wang409 / TreeVGR
  [ICLR'26] Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology
  ☆73Updated 2 weeks ago
• yongliu20 / SCAN
  [CVPR 2024] The repository contains the official implementation of "Open-Vocabulary Segmentation with Semantic-Assisted Calibration"
  ☆75Updated last year
• Liuziyu77 / MIA-DPO
  Official implement of MIA-DPO
  ☆70Updated last year
• kodenii / Ref-Diff
  Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models
  ☆21Updated 8 months ago