VLM-as-a-Judge for Person Re-Identification
-
Updated
Nov 4, 2026 - Python
#
vlm-evaluation
Here are 9 public repositories matching this topic...
Reproducible framework for document-centric VLM robustness and claim-faithfulness evaluation.
machine-learning computer-vision robustness hallucination document-ai faithfulness llm-evaluation docvqa vision-language-models chartqa vlm-evaluation document-vqa
-
Updated
Jul 18, 2026 - Python
A specialized benchmarking framework for evaluating state-of-the-art Medical Vision-Language Models (VLMs) on clinical imaging datasets, optimized for resource-constrained environments and regional disease prevalence.
multimodal-learning healthcare-technology vision-language-models medical-vlm medical-imaging-benchmarking vlm-evaluation
-
Updated
May 17, 2026 - TypeScript
Procedural 3D scenes with exact ground truth (depth, masks, poses, orbit videos) for evaluating counting and relational reasoning in vision-language models
benchmark counting video-understanding 3d-vision spatial-reasoning synthetic-data visual-reasoning vision-language-models vlm-evaluation
-
Updated
Oct 10, 2026 - Python
Official repo fpr research work: Evaluating Vision Encoder Quantization for Edge-Cloud VLMs: Where Evaluation Breaks When Moving from Development to Deployment
-
Updated
Sep 3, 2026 - Python
Is it really there? A deterministic two-view check of robot task outcomes. A VLM passed 10 of 18 printed decoys as real; geometry caught all 10.
-
Updated
Oct 21, 2026 - Python
Do frontier VLMs (Gemini/GPT/Claude) infer a robot’s goal from partial motion? Goal-inference benchmark for robot-motion legibility - MS thesis code.
robotics gemini human-robot-interaction vision-language-models vlm-evaluation robot-legibility goal-inference
-
Updated
Jul 7, 2026 - HTML
Description: Domain-shift failure analysis of LLaVA-1.5-7B and InternVL2-8B across photos, charts, medical, and screenshots. 945 probes, 6 failure categories. Chart OCR: LLaVA 0% vs InternVL2 71%. Domain-dependent failure confirmed via chi-square (p<0.0001).
domain-shift llava hallucination-detection vision-language-models internvl multimodal-ai vlm-evaluation
-
Updated
Jun 25, 2026 - Python
Add this topic to your repo
To associate your repository with the vlm-evaluation topic, visit your repo's landing page and select "manage topics."