MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation Paper • 2407.00468 • Published Jun 29, 2024 • 34
M$^3$IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning Paper • 2306.04387 • Published Jun 7, 2023 • 8
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning Paper • 2309.07915 • Published Sep 14, 2023 • 4
ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks Paper • 2311.09835 • Published Nov 16, 2023 • 9
PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain Paper • 2402.15527 • Published Feb 21, 2024
An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models Paper • 2403.06764 • Published Mar 11, 2024 • 26
Silkie: Preference Distillation for Large Visual Language Models Paper • 2312.10665 • Published Dec 17, 2023 • 11
Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond Paper • 2310.02071 • Published Oct 3, 2023 • 4
Making Large Language Models Better Reasoners with Alignment Paper • 2309.02144 • Published Sep 5, 2023 • 2