Alternatives and similar repositories for Stark

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

• shulin16 / MMInA
  [ACL2025 Findings] Benchmarking Multihop Multimodal Internet Agents
  ☆46Updated 7 months ago
• ByungKwanLee / Phantom
  [Technical Report] Official PyTorch implementation code for realizing the technical part of Phantom of Latent representing equipped with …
  ☆61Updated last year
• passing2961 / DialogCC
  Official code and dataset for our NAACL 2024 paper: DialogCC: An Automated Pipeline for Creating High-Quality Multi-modal Dialogue Datase…
  ☆13Updated last year
• kaistAI / Volcano
  [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…
  ☆46Updated last year
• yale-nlp / refdpo
  ☆16Updated last year
• kaistAI / Janus
  [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages
  ☆50Updated 2 months ago
• TIGER-AI-Lab / VisualWebInstruct
  The official repo for "VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search" [EMNLP25]
  ☆32Updated last month
• jdf-prog / LLM-Engines
  ☆50Updated 4 months ago
• MikaStars39 / StableMask
  PyTorch implementation of StableMask (ICML'24)
  ☆14Updated last year
• Wang-ML-Lab / multimodal-needle-in-a-haystack
  [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models
  ☆49Updated 5 months ago
• ShiZhengyan / InstructionModelling
  [NeurIPS 2024 Main Track] Code for the paper titled "Instruction Tuning With Loss Over Instructions"
  ☆39Updated last year
• kyle8581 / Web-Shepherd
  [NeurIPS 2025 Spotlight] Official repository for "Web-Shepherd: Advancing PRMs for Reinforcing Web Agents"
  ☆47Updated 4 months ago
• SihengLi99 / SEALONG
  Large Language Models Can Self-Improve in Long-context Reasoning
  ☆73Updated 10 months ago
• DAMO-NLP-SG / LongPO
  [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization
  ☆40Updated 7 months ago
• leezythu / FocusLLM
  FocusLLM: Scaling LLM’s Context by Parallel Decoding
  ☆43Updated 10 months ago
• luka-group / vlm-knowledge-conflict
  Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."
  ☆46Updated 11 months ago
• Victorwz / MLM_Filter
  Official implementation of our paper "Finetuned Multimodal Language Models are High-Quality Image-Text Data Filters".
  ☆67Updated 5 months ago
• MLLM-Data-Contamination / MM-Detect
  This repo contains code for the paper "Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM"
  ☆16Updated 2 months ago
• ContextualAI / CLAIR_and_APO
  Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment
  ☆60Updated last year
• YuxiXie / V-DPO
  Preference Learning for LLaVA
  ☆51Updated 11 months ago
• WildVision-AI / LMM-Engines
  ☆17Updated 11 months ago
• tianyi-lab / C3PO
  [COLM 2025] "C3PO: Critical-Layer, Core-Expert, Collaborative Pathway Optimization for Test-Time Expert Re-Mixing"
  ☆18Updated 6 months ago
• psunlpgroup / VisOnlyQA
  This repository contains the code and data for the paper "VisOnlyQA: Large Vision Language Models Still Struggle with Visual Perception o…
  ☆27Updated 3 months ago
• kaistAI / InstructIR
  IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our foc…
  ☆32Updated last year
• kokolerk / TON
  [NeurIPS 2025] Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
  ☆45Updated last week
• yegcjs / DiffusionLLM
  Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"
  ☆83Updated last year
• RenzeLou / AAAR-1.0
  The source code for running LLMs on the AAAR-1.0 benchmark.
  ☆17Updated 6 months ago
• JinjieNi / MixEval-X
  The official github repo for MixEval-X, the first any-to-any, real-world benchmark.
  ☆15Updated 7 months ago
• VisualWebBench / VisualWebBench
  Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"
  ☆59Updated 11 months ago
• facebookresearch / llm-cross-capabilities
  Official implementation for "Law of the Weakest Link: Cross capabilities of Large Language Models"
  ☆43Updated last year