VLM Evaluation: Benchmark for VLMs, spanning text generation tasks from VQA to Captioning
☆139Sep 17, 2024Updated last year
Alternatives and similar repositories for vlm-evaluation
Users that are interested in vlm-evaluation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A flexible and efficient codebase for training visually-conditioned language models (VLMs)☆1,014Jul 4, 2024Updated 2 years ago
- [Findings of ACL-2023] This is the official implementation of On the Difference of BERT-style and CLIP-style Text Encoders.☆14Jun 7, 2023Updated 3 years ago
- [ICML'25] Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models☆25Sep 7, 2025Updated last year
- source code for NeurIPS'24 paper "Towards Calibrated Robust Fine-Tuning of Vision-Language Models"☆15Oct 31, 2025Updated 10 months ago
- ☆17Oct 21, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ECCV’24] Official repository for "BEAF: Observing Before-AFter Changes to Evaluate Hallucination in Vision-language Models"☆22Mar 26, 2025Updated last year
- This is the implementation of CounterCurate, the data curation pipeline of both physical and semantic counterfactual image-caption pairs.☆19Jun 27, 2024Updated 2 years ago
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆31May 29, 2023Updated 3 years ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆282Jun 25, 2024Updated 2 years ago
- ☆364Jan 27, 2024Updated 2 years ago
- Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]☆62Dec 10, 2024Updated last year
- ☆75Mar 7, 2024Updated 2 years ago
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆40May 26, 2025Updated last year
- VaLM: Visually-augmented Language Modeling. ICLR 2023.☆56Mar 6, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICML2023] Instant Soup Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models. Ajay Jaiswal, Shiwei Liu, Ti…☆11Nov 28, 2023Updated 2 years ago
- ☆10Jul 5, 2024Updated 2 years ago
- Can 3D Vision-Language Models Truly Understand Natural Language?☆20Mar 28, 2024Updated 2 years ago
- Code for Continuously Changing Corruptions (CCC) benchmark + evaluation☆43Aug 29, 2026Updated last week
- COLA: Evaluate how well your vision-language model can Compose Objects Localized with Attributes!☆25May 14, 2026Updated 3 months ago
- One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks☆4,395Updated this week
- [TACL/EMNLP'24] Do Vision and Language Models Share Concepts? A Vector Space Alignment Study☆16Nov 22, 2024Updated last year
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆96Feb 13, 2024Updated 2 years ago
- [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models☆57Apr 22, 2026Updated 4 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Source code for the paper "Prefix Language Models are Unified Modal Learners"☆45Apr 30, 2023Updated 3 years ago
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆90Nov 28, 2023Updated 2 years ago
- ☆51Oct 29, 2023Updated 2 years ago
- PyTorch Implementation of "V* : Guided Visual Search as a Core Mechanism in Multimodal LLMs"☆713Jan 7, 2024Updated 2 years ago
- Touchstone: Evaluating Vision-Language Models by Language Models☆84Jan 18, 2024Updated 2 years ago
- (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.☆367Jan 14, 2025Updated last year
- Code for Commonsense-T2I Challenge: Can Text-to-Image Generation Models Understand Commonsense? [COLM 2024]☆24Aug 13, 2024Updated 2 years ago
- MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)☆334Jan 20, 2025Updated last year
- Python package to download and use the SSB datasets☆11Aug 3, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆32Feb 8, 2024Updated 2 years ago
- [NeurIPS 2024] Official PyTorch implementation of "Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives"☆49Dec 1, 2024Updated last year
- ☆20Aug 21, 2026Updated 2 weeks ago
- The SVO-Probes Dataset for Verb Understanding☆29Jan 28, 2022Updated 4 years ago
- Codebase for Paper Reusing Embeddings: Reproducible Reward Model Research in Large Language Model Alignment without GPUs☆23Apr 24, 2025Updated last year
- [ICLR 2024] Official repository for "Vision-by-Language for Training-Free Compositional Image Retrieval"☆89Jul 4, 2024Updated 2 years ago
- Training code for CLIP-FlanT5☆31Jul 29, 2024Updated 2 years ago