prometheus-eval / prometheus-visionLinks
[ACL 2024 Findings & ICLR 2024 WS] An Evaluator VLM that is open-source, offers reproducible evaluation, and inexpensive to use. Specifically designed for fine-grained evaluation on customized score rubric, Prometheus-Vision is a good alternative for human evaluation and GPT-4V evaluation.
☆78Updated last year
Alternatives and similar repositories for prometheus-vision
Users that are interested in prometheus-vision are comparing it to the libraries listed below
Sorting:
- [Technical Report] Official PyTorch implementation code for realizing the technical part of Phantom of Latent representing equipped with …☆61Updated last year
- [NeurIPS 2024] Official PyTorch implementation code for realizing the technical part of Mamba-based traversal of rationale (Meteor) to im…☆116Updated last year
- [EMNLP 2024] Official PyTorch implementation code for realizing the technical part of Traversal of Layers (TroL) presenting new propagati…☆99Updated last year
- Model Stock: All we need is just a few fine-tuned models☆127Updated 3 months ago
- [NAACL 2024] Vision language model that reduces hallucinations through self-feedback guided revision. Visualizes attentions on image feat…☆46Updated last year
- Official implementation of our paper "Finetuned Multimodal Language Models are High-Quality Image-Text Data Filters".☆67Updated 7 months ago
- Preference Learning for LLaVA☆54Updated last year
- Matryoshka Multimodal Models☆115Updated 9 months ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆88Updated last year
- Official implementation of "OffsetBias: Leveraging Debiased Data for Tuning Evaluators"☆25Updated last year
- This repository contains the code and data for the paper "VisOnlyQA: Large Vision Language Models Still Struggle with Visual Perception o…☆27Updated 4 months ago
- ☆135Updated 2 months ago
- Official implementation of Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs (ICLR 2024).☆42Updated last year
- ☆41Updated last year
- ☆84Updated 2 years ago
- ☆87Updated last year
- On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning, …☆18Updated 11 months ago
- Python Library to evaluate VLM models' robustness across diverse benchmarks☆219Updated 3 weeks ago
- ☆50Updated 2 years ago
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆149Updated last month
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆48Updated last year
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆51Updated 3 months ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆72Updated last year
- An official codebase for paper " CHAMPAGNE: Learning Real-world Conversation from Large-Scale Web Videos (ICCV 23)"☆52Updated 2 years ago
- This repository is maintained to release dataset and models for multimodal puzzle reasoning.☆110Updated 8 months ago
- The official repo for "VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search" [EMNLP25]