Can Visual Input Be Compressed? A Visual Token Compression Benchmark for Large Multimodal Models Paper β’ 2511.02650 β’ Published Nov 4, 2025 β’ 10
KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Augmentations and Constraints Paper β’ 2510.19316 β’ Published Oct 22, 2025 β’ 12
MINED: Probing and Updating with Multimodal Time-Sensitive Knowledge for Large Multimodal Models Paper β’ 2510.19457 β’ Published Oct 22, 2025 β’ 9
When Large Multimodal Models Confront Evolving Knowledge:Challenges and Pathways Paper β’ 2505.24449 β’ Published May 30, 2025 β’ 7
Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models Paper β’ 2505.19509 β’ Published May 26, 2025 β’ 7
MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge Paper β’ 2502.19870 β’ Published Feb 27, 2025 β’ 9
In-Context Editing: Learning Knowledge from Self-Induced Distributions Paper β’ 2406.11194 β’ Published Jun 17, 2024 β’ 20