Evaluating Multimodal LLMs as Generalist Vision-Language-Action Agents for Drone Control: Commanding, Approaching, Tracking and Searching Paper • 2609.01404 • Published Sep 1 • 28
Evaluating Multimodal LLMs as Generalist Vision-Language-Action Agents for Drone Control: Commanding, Approaching, Tracking and Searching Paper • 2609.01404 • Published Sep 1 • 28
Natural-Language Temporal Grounding in Hour-Long Videos is a Search Problem: A Benchmark and Empirical Decomposition Paper • 2606.12300 • Published Jun 10 • 1
MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models Paper • 2506.04688 • Published Jun 5, 2025 • 3
Does Audio Matter for Modern Video-LLMs and Their Benchmarks? Paper • 2509.17901 • Published Sep 22, 2025
MambaMia: A State-Space-Model-Based Compression for Efficient Video Understanding in Large Multimodal Models Paper • 2506.13564 • Published Jun 16, 2025
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts Paper • 2606.02404 • Published Jun 1 • 58
Decentralized Instruction Tuning: Conflict-Aware Splitting and Weight Merging Paper • 2606.01717 • Published Jun 1 • 21
Decentralized Instruction Tuning: Conflict-Aware Splitting and Weight Merging Paper • 2606.01717 • Published Jun 1 • 21
Build error Agents Featured 106 Donut Base Finetuned Cord V2 🍩 106 Extract information from Indonesian receipts
SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain Gap Paper • 2309.12382 • Published Sep 21, 2023
What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis Paper • 1904.01906 • Published Apr 3, 2019
Cream: Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models Paper • 2305.15080 • Published May 24, 2023
Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation Paper • 2401.06591 • Published Jan 12, 2024 • 4
On Web-based Visual Corpus Construction for Visual Document Understanding Paper • 2211.03256 • Published Nov 7, 2022 • 1
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning Paper • 2406.11823 • Published Jun 17, 2024