Alternatives and similar repositories for UniIR

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

• PLUM-Lab / MultiInstruct
  MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning
  ☆135Updated 2 years ago
• FreedomIntelligence / MLLM-Bench
  MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
  ☆70Updated 9 months ago
• FuxiaoLiu / LRV-Instruction
  [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
  ☆284Updated last year
• FreedomIntelligence / ALLaVA
  Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model
  ☆267Updated last year
• RLHF-V / RLHF-V
  [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
  ☆287Updated 10 months ago
• FuxiaoLiu / MMC
  [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning
  ☆98Updated 6 months ago
• open-vision-language / oven
  ☆39Updated last year
• vlf-silkie / VLFeedback
  ☆100Updated last year
• TIGER-AI-Lab / Mantis
  Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR 2024]
  ☆223Updated 4 months ago
• thunlp / Muffin
  ☆66Updated last year
• RUCAIBox / POPE
  The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆216Updated last year
• OpenGVLab / MM-NIAH
  [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…
  ☆116Updated 8 months ago
• yuweihao / MM-Vet
  MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)
  ☆306Updated 6 months ago
• open-vision-language / infoseek
  ☆56Updated last year
• HZQ950419 / Math-LLaVA
  Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
  ☆90Updated last year
• kongds / E5-V
  E5-V: Universal Embeddings with Multimodal Large Language Models
  ☆262Updated 7 months ago
• X-PLUG / mPLUG-HalOwl
  mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating
  ☆96Updated last year
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆179Updated 8 months ago
• mayubo2333 / MMLongBench-Doc
  Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations
  ☆90Updated last year
• DataArcTech / RagVL
  Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …
  ☆79Updated 8 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆90Updated last year
• OpenGVLab / MMT-Bench
  [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
  ☆113Updated last year
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆92Updated 10 months ago
• princeton-nlp / CharXiv
  [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
  ☆123Updated 3 months ago
• OpenMatch / UniVL-DR
  [ICLR 2023] This is the code repo for our ICLR‘23 paper "Universal Vision-Language Dense Retrieval: Learning A Unified Representation Spa…
  ☆51Updated last year
• LinWeizheDragon / FLMR
  The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.
  ☆93Updated 2 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…
  ☆82Updated 6 months ago
• RifleZhang / LLaVA-Hound-DPO
  ☆152Updated 9 months ago
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆79Updated 8 months ago
• XMUDeepLIT / LLaVE
  LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
  ☆63Updated 2 months ago