RUCAIBox / POPE

Related projects ⓘ

Alternatives and complementary repositories for POPE

• FuxiaoLiu / LRV-Instruction
  [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
  ☆257Updated 8 months ago
• YiyangZhou / LURE
  [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
  ☆135Updated 6 months ago
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆106Updated last week
• xieyuquanxx / awesome-Large-MultiModal-Hallucination
  😎 curated list of awesome LMM hallucinations papers, methods & resources.
  ☆146Updated 8 months ago
• DAMO-NLP-SG / VCD
  [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
  ☆215Updated last month
• tianyi-lab / HallusionBench
  [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…
  ☆248Updated last week
• X-PLUG / mPLUG-HalOwl
  mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating
  ☆79Updated 9 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆66Updated 9 months ago
• BAAI-DCAI / Visual-Instruction-Tuning
  SVIT: Scaling up Visual Instruction Tuning
  ☆163Updated 5 months ago
• RifleZhang / LLaVA-Hound-DPO
  ☆121Updated 3 weeks ago
• VT-NLP / MultiInstruct
  MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning
  ☆133Updated last year
• junyangwang0410 / AMBER
  An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation
  ☆93Updated 10 months ago
• AoiDragon / POPE
  [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆73Updated 7 months ago
• vlf-silkie / VLFeedback
  ☆84Updated 11 months ago
• BAAI-DCAI / DataOptim
  A collection of visual instruction tuning datasets.
  ☆75Updated 8 months ago
• pkunlp-icler / MIC
  MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU
  ☆41Updated last year
• zjysteven / VLM-Visualizer
  Visualizing the attention of vision-language models
  ☆78Updated 3 weeks ago
• FreedomIntelligence / ALLaVA
  Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model
  ☆246Updated 4 months ago
• open-compass / MMBench
  Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"
  ☆163Updated 2 months ago
• deepcs233 / Visual-CoT
  [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …
  ☆139Updated last month
• X2FD / LVIS-INSTRUCT4V
  ☆131Updated 11 months ago
• TIGER-AI-Lab / UniIR
  Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)
  ☆110Updated last month
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆75Updated last month
• thunlp / Muffin
  ☆58Updated 9 months ago
• yuweihao / MM-Vet
  MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)
  ☆266Updated 2 weeks ago
• allenai / aokvqa
  Official repository for the A-OKVQA dataset
  ☆64Updated 6 months ago
• swordlidev / Evaluation-Multimodal-LLMs-Survey
  A Survey on Benchmarks of Multimodal Large Language Models
  ☆65Updated last month
• Maxlinn / CHAIR-metric-standalone
  CHAIR metric is a rule-based metric for evaluating object hallucination in caption generation.
  ☆24Updated last year
• hendryx-scale / mhal-detect
  M-HalDetect Dataset Release
  ☆19Updated last year
• FudanDISC / ReForm-Eval
  An benchmark for evaluating the capabilities of large vision-language models (LVLMs)
  ☆33Updated last year