Alternatives and similar repositories for Mantis

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

• Yangyi-Chen / SOLO
  [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"
  ☆147Updated last year
• luogen1996 / LLaVA-HR
  [ICLR2025] LLaVA-HR: High-Resolution Large Language-Vision Assistant
  ☆246Updated last year
• SHI-Labs / CuMo
  CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts
  ☆161Updated last year
• FreedomIntelligence / ALLaVA
  Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model
  ☆278Updated last year
• OpenGVLab / MMT-Bench
  [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
  ☆115Updated last year
• RLHF-V / RLHF-V
  [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
  ☆299Updated last year
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆99Updated last year
• OpenGVLab / MM-NIAH
  [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…
  ☆119Updated last year
• MMStar-Benchmark / MMStar
  [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"
  ☆201Updated last year
• bronyayang / Law_of_Vision_Representation_in_MLLMs
  [COLM'25] Official implementation of the Law of Vision Representation in MLLMs
  ☆171Updated 2 months ago
• llyx97 / TempCompass
  [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …
  ☆127Updated 8 months ago
• DAMO-NLP-SG / multimodal_textbook
  [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"
  ☆182Updated 9 months ago
• imagegridworth / IG-VLM
  ☆140Updated last year
• HJYao00 / DenseConnector
  【NeurIPS 2024】Dense Connector for MLLMs
  ☆181Updated last year
• zai-org / CogCoM
  ☆215Updated last year
• RifleZhang / LLaVA-Hound-DPO
  ☆155Updated last year
• EvolvingLMMs-Lab / LongVA
  Long Context Transfer from Language to Vision
  ☆399Updated 9 months ago
• yuweihao / MM-Vet
  MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)
  ☆318Updated 11 months ago
• Yxxxb / VoCo-LLaMA
  [CVPR'2025] VoCo-LLaMA: This repo is the official implementation of "VoCo-LLaMA: Towards Vision Compression with Large Language Models".
  ☆202Updated 6 months ago
• baaivision / EVE
  EVE Series: Encoder-Free Vision-Language Models from BAAI
  ☆362Updated 5 months ago
• dongyh20 / Insight-V
  [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models
  ☆230Updated last month
• OpenGVLab / MM-Interleaved
  MM-Interleaved: Interleaved Image-Text Generative Modeling via Multi-modal Feature Synchronizer
  ☆248Updated last year
• X2FD / LVIS-INSTRUCT4V
  ☆133Updated 2 years ago
• yfzhang114 / SliME
  ✨✨Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models
  ☆163Updated 11 months ago
• zai-org / LVBench
  [ICCV 2025] LVBench: An Extreme Long Video Understanding Benchmark
  ☆131Updated 5 months ago
• JUNJIE99 / MLVU
  🔥🔥MLVU: Multi-task Long Video Understanding Benchmark
  ☆237Updated 4 months ago
• AILab-CVC / SEED-Bench
  (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.
  ☆356Updated 11 months ago
• FreedomIntelligence / LongLLaVA
  LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture
  ☆212Updated 11 months ago
• thunlp / Muffin
  ☆66Updated last year
• TIGER-AI-Lab / VL-Rethinker
  The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]
  ☆169Updated 6 months ago