Abstract: We introduce WildVideo, an open-world benchmark dataset designed to address how to assess hallucination of Large Multi-modal Models (LMMs) for understanding video-language interaction in the ...

For details how to build, see lmms/plugins/LadspaEffect/calf. Note: LMMS 1.3.0 and higher build this library as veal.so, not calf.so. Calf Studio Gear is an audio ...

The model leads on multiple multimodal benchmarks and generally surpasses Qwen2.5-VL. Training on native-resolution images significantly improves its visual understanding. The end-to-end training cost ...

Large multimodal models (LMMs) have shown tremendous improvements over the past year for multimodal understanding and reasoning. Currently, most (if not all) of the works attempt to connect vision and ...