VDE Bench: Evaluating The Capability of Image Editing Models to Modify Visual Documents Paper • 2602.00122 • Published 29 days ago • 11
When Non-Adversarial Noise Hurts Learning: Benchmarking Skill Self-Evolution in Agents Paper • 2610.19910 • Published 30 days ago
OPIS: An Input-Grounded Benchmark for Multi-Object Memory in Video World Models Paper • 2609.35052 • Published Sep 28
Aligning Multimodal LLM with Human Preference: A Survey Paper • 2503.14504 • Published Mar 18, 2025 • 25
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment Paper • 2502.10391 • Published Feb 14, 2025 • 34
SCOPE-Router: Cost-Aware Open-Set VLM Routing for Execution-Oriented Tasks Paper • 2608.12127 • Published Aug 12 • 2
UAOR: Uncertainty-aware Observation Reinjection for Vision-Language-Action Models Paper • 2602.18020 • Published Feb 20
Beyond Closed-Pool Video Retrieval: A Benchmark and Agent Framework for Real-World Video Search and Moment Localization Paper • 2602.10159 • Published Feb 10 • 3
When Seeing Is Not Believing -- A Benchmark for Search-Grounded Video Misinformation Detection Paper • 2606.04098 • Published Jun 2 • 1
PaperX: A Unified Framework for Multimodal Academic Presentation Generation with Scholar DAG Paper • 2602.03866 • Published Jan 30 • 1
ShotFinder: Imagination-Driven Open-Domain Video Shot Retrieval via Web Search Paper • 2601.23232 • Published Jan 30 • 2
HY-Himmel Technical Report: Hierarchical Interleaved Multi-stream Motion Encoding for Long Video Understanding Paper • 2605.08158 • Published May 4
Beyond the All-in-One Agent: Benchmarking Role-Specialized Multi-Agent Collaboration in Enterprise Workflows Paper • 2605.08761 • Published May 9 • 1
Omni-DeepSearch: A Benchmark for Audio-Driven Omni-Modal Deep Search Paper • 2605.08762 • Published May 9 • 1
VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark Paper • 2403.07350 • Published Mar 12, 2024 • 1
SCOPE-Router: Cost-Aware Open-Set VLM Routing for Execution-Oriented Tasks Paper • 2608.12127 • Published Aug 12 • 2