conftrace_

large multimodal model

184 papers

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Also known as

LMM

Co-occurring keywords

multimodal learning (4645) visual question answering (1017) large language model (13587) benchmark evaluation (1556) vision-language model (2348) visual reasoning (493) multimodal model (110) instruction tuning (838) zero-shot learning (3650) video understanding (1658)

Papers

CC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy ICCV 2025
RoboTron-Drive: All-in-One Large Multimodal Model for Autonomous Driving ICCV 2025
ViSpeak: Visual Instruction Feedback in Streaming Videos ICCV 2025
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures AAAI 2025
Graphic Design with Large Multimodal Model AAAI 2025
V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me ACL 2025
Hidden in Plain Sight: Evaluation of the Deception Detection Capabilities of LLMs in Multimodal Settings ACL 2025
Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency ACL 2025
MemeQA: Holistic Evaluation for Meme Understanding ACL 2025
MICE: Mixture of Image Captioning Experts Augmented e-Commerce Product Attribute Value Extraction ACL 2025
MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA ACL 2025
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning ACL 2025
Error-driven Data-efficient Large Multimodal Model Tuning ACL 2025
A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation NAACL 2025
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models NAACL 2025
Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models NAACL 2025
Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025
On Large Multimodal Models as Open-World Image Classifiers ICCV 2025
Where am I? Cross-View Geo-localization with Natural Language Descriptions ICCV 2025
HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model ICCV 2025
LMM-Det: Make Large Multimodal Models Excel in Object Detection ICCV 2025
Federated Continual Instruction Tuning ICCV 2025