| InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models | ✓ Link | 2549.8 | InternVL3-78B | 2025-04-14 |
| MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe | ✓ Link | 2500 | MiniCPM-V 4.5 | 2025-09-16 |
| Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution | ✓ Link | 2482.7 | Qwen2-VL-72B | 2024-09-18 |
| AnE: Pushing the Reasoning Frontier of Multimodal LLMs via Anchor Evolution | ✓ Link | 2457.5 | AnE-3rd | 2026-05-25 |
| Qwen2.5-VL Technical Report | ✓ Link | 2448 | Qwen2.5-VL-72B | 2025-02-19 |
| Emerging Properties in Unified Multimodal Pretraining | ✓ Link | 2388 | BAGEL (7B MoT) | 2025-05-20 |
| Qwen2.5-VL Technical Report | ✓ Link | 2347 | Qwen2.5-VL-7B | 2025-02-19 |
| BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset | ✓ Link | 2329.7 | BLIP3-o (8B) | 2025-05-14 |
| Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution | ✓ Link | 2326.8 | Qwen2-VL-7B | 2024-09-18 |
| LLaVA-OneVision: Easy Visual Task Transfer | ✓ Link | 2261 | LLaVA-OneVision-72B | 2024-08-06 |
| VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding | ✓ Link | 2102 | VideoLLaMA3 7B | 2025-01-22 |
| LFM2 Technical Report | ✓ Link | 2051 | LFM2-VL-3B | 2025-11-28 |
| LLaVA-NeXT: Improved reasoning, OCR, and world knowledge | ✓ Link | 2028 | LLaVA-NeXT-34B | 2024-01-30 |
| MiniCPM-V: A GPT-4V Level MLLM on Your Phone | ✓ Link | 2024.6 | MiniCPM-Llama3-V 2.5 | 2024-08-03 |
| Ovis: Structural Embedding Alignment for Multimodal Large Language Model | ✓ Link | 2009 | Ovis-Llama3-8B | 2024-05-31 |
| LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning | ✓ Link | 1998 | LLaDA-V | 2025-05-22 |
| PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding | ✓ Link | 1989 | PLM-8B | 2025-04-17 |
| Falcon2-11B Technical Report | | 1932 | Falcon2-11B VLM | 2024-07-20 |
| VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding | ✓ Link | 1901 | VideoLLaMA3 2B | 2025-01-22 |
| Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution | ✓ Link | 1872.0 | Qwen2-VL-2B | 2024-09-18 |
| Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond | ✓ Link | 1848.29 | Qwen-VL-Chat | 2023-08-24 |