apple / ml-mia-benchLinks
This repo contains code and data for ICLR 2025 paper MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs
☆36Updated 10 months ago
Alternatives and similar repositories for ml-mia-bench
Users that are interested in ml-mia-bench are comparing it to the libraries listed below
Sorting:
- Multimodal RewardBench☆58Updated 10 months ago
- ☆50Updated 2 years ago
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆62Updated last year
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆85Updated 11 months ago
- A Framework for Decoupling and Assessing the Capabilities of VLMs☆43Updated last year
- Official implementation of our paper "Finetuned Multimodal Language Models are High-Quality Image-Text Data Filters".☆69Updated 8 months ago
- This repo contains the code for "MEGA-Bench Scaling Multimodal Evaluation to over 500 Real-World Tasks" [ICLR 2025]☆77Updated 6 months ago
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆57Updated last year
- [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models☆54Updated 8 months ago
- The official repo for "VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search" [EMNLP25]☆35Updated 4 months ago
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆42Updated 3 weeks ago
- G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning☆94Updated 7 months ago
- [ACL2025 Findings] Benchmarking Multihop Multimodal Internet Agents☆47Updated 10 months ago
- ☆64Updated 2 months ago
- [NAACL 2025] Source code for MMEvalPro, a more trustworthy and efficient benchmark for evaluating LMMs☆24Updated last year
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 7 months ago
- Preference Learning for LLaVA☆58Updated last year
- official code for "BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning"☆36Updated 11 months ago
- Official repo for StableLLAVA☆95Updated 2 years ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆174Updated 7 months ago
- Touchstone: Evaluating Vision-Language Models by Language Models☆83Updated last year
- SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward☆88Updated 5 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆61Updated last year
- (ACL 2025) MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale☆49Updated 7 months ago
- Large Language Models Can Self-Improve in Long-context Reasoning☆73Updated last year
- [NeurIPS-24] This is the official implementation of the paper "DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effect…☆76Updated last year
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆69Updated last year
- [EMNLP 2025] Distill Visual Chart Reasoning Ability from LLMs to MLLMs☆58Updated 4 months ago
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆92Updated last year
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆59Updated last year