visual-haystacks / vhs_benchmarkLinks
π₯ [ICLR 2025] Official Benchmark Toolkits for "Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark"
β29Updated 6 months ago
Alternatives and similar repositories for vhs_benchmark
Users that are interested in vhs_benchmark are comparing it to the libraries listed below
Sorting:
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuningβ87Updated last year
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)β72Updated 2 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.β70Updated last year
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.orβ¦β137Updated last year
- π₯ [ICLR 2025] Official PyTorch Model "Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark"β18Updated 6 months ago
- Official implementation of "Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data" (ICLR 2024)β33Updated 10 months ago
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"β59Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.β79Updated 9 months ago
- Official implementation of the Law of Vision Representation in MLLMsβ163Updated 9 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Modelsβ79Updated last year
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"β142Updated 2 months ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)β80Updated 3 months ago
- [NeurIPS 2023] A faithful benchmark for vision-language compositionalityβ83Updated last year
- Code and datasets for "Whatβs βupβ with vision-language models? Investigating their struggle with spatial reasoning".β58Updated last year
- β45Updated 8 months ago
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"β146Updated 9 months ago
- [NeurIPS 2024] Official Repository of Multi-Object Hallucination in Vision-Language Modelsβ29Updated 9 months ago
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202β¦β33Updated 3 months ago
- β100Updated last year
- Official repository for the A-OKVQA datasetβ97Updated last year
- β50Updated last year
- β153Updated 10 months ago
- [NeurIPS2024] Official code for (IMA) Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputsβ20Updated 10 months ago
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)β36Updated 5 months ago
- VLM2-Bench [ACL 2025 Main]: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cuesβ41Updated 3 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.β80Updated 6 months ago
- Preference Learning for LLaVAβ48Updated 9 months ago
- Matryoshka Multimodal Modelsβ113Updated 7 months ago
- [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.β107Updated last year
- TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Modelsβ36Updated 9 months ago