Alternatives and similar repositories for ml-rpm-bench

Users that are interested in ml-rpm-bench are comparing it to the libraries listed below

• prometheus-eval / prometheus-vision
  [ACL 2024 Findings & ICLR 2024 WS] An Evaluator VLM that is open-source, offers reproducible evaluation, and inexpensive to use. Specific…
  ☆79Updated last year
• ByungKwanLee / Phantom
  [Technical Report] Official PyTorch implementation code for realizing the technical part of Phantom of Latent representing equipped with …
  ☆62Updated last year
• AtsuMiyai / UPD
  [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models
  ☆79Updated 7 months ago
• bethgelab / frequency_determines_performance
  Code for the paper: "No Zero-Shot Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance" [NeurI…
  ☆93Updated last year
• stanfordmlgroup / ManyICL
  ☆145Updated last year
• g-luo / vlm_cross_modal_reps
  Official PyTorch Implementation for Vision-Language Models Create Cross-Modal Task Representations, ICML 2025
  ☆31Updated 8 months ago
• multimodal-interpretability / maia
  Official implementation of MAIA, A Multimodal Automated Interpretability Agent
  ☆99Updated 2 months ago
• naver-ai / model-stock
  Model Stock: All we need is just a few fine-tuned models
  ☆128Updated 4 months ago
• EvolvingLMMs-Lab / multimodal-sae
  [ICCV 2025] Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.
  ☆171Updated 3 months ago
• clinicalml / co-llm
  Co-LLM: Learning to Decode Collaboratively with Multiple Language Models
  ☆123Updated last year
• luka-group / vlm-knowledge-conflict
  Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."
  ☆50Updated last year
• pliang279 / HEMM
  Holistic evaluation of multimodal foundation models
  ☆47Updated last year
• anguyen8 / vision-llms-are-blind
  ☆139Updated 2 weeks ago
• r-three / phatgoose
  Code for PHATGOOSE introduced in "Learning to Route Among Specialized Experts for Zero-Shot Generalization"
  ☆91Updated last year
• katiekang1998 / reasoning_generalization
  ☆33Updated 11 months ago
• declare-lab / LLM-PuzzleTest
  This repository is maintained to release dataset and models for multimodal puzzle reasoning.
  ☆113Updated 10 months ago
• ByungKwanLee / TroL
  [EMNLP 2024] Official PyTorch implementation code for realizing the technical part of Traversal of Layers (TroL) presenting new propagati…
  ☆99Updated last year
• mu-cai / matryoshka-mm
  Matryoshka Multimodal Models
  ☆121Updated 11 months ago
• reka-ai / reka-vibe-eval
  Multimodal language model benchmark, featuring challenging examples
  ☆182Updated last year
• EternityYW / Gemini-Commonsense-Evaluation
  Official implementation of "Gemini in Reasoning: Unveiling Commonsense in Multimodal Large Language Models"
  ☆37Updated last year
• ahans30 / goldfish-loss
  [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs
  ☆93Updated 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
  ☆54Updated 7 months ago
• htqin / GoogleBard-VisUnderstand
  How Good is Google Bard's Visual Understanding? An Empirical Study on Open Challenges
  ☆30Updated 2 years ago
• voidism / Lookback-Lens
  Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"
  ☆143Updated 2 months ago
• mbzuai-oryx / ALM-Bench
  [CVPR 2025 🔥] ALM-Bench is a multilingual multi-modal diverse cultural benchmark for 100 languages across 19 categories. It assesses the…
  ☆46Updated 7 months ago
• togethercomputer / Dragonfly
  ☆80Updated last year
• YiyangZhou / POVID
  [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
  ☆91Updated last year
• prateeky2806 / ties-merging
  ☆203Updated last year
• ml-jku / EVA
  One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation
  ☆45Updated 2 months ago
• tianyi-lab / C3PO
  [COLM 2025] "C3PO: Critical-Layer, Core-Expert, Collaborative Pathway Optimization for Test-Time Expert Re-Mixing"
  ☆19Updated 8 months ago