VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning Paper • 2504.08837 • Published 8 days ago • 39
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published 4 days ago • 222
Kimi-VL-A3B Collection Moonshot's efficient MoE VLMs, exceptional on agent, long-context, and thinking • 6 items • Updated 6 days ago • 61
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features Paper • 2502.14786 • Published Feb 20 • 142
VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation Paper • 2411.13281 • Published Nov 20, 2024 • 22
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22 • 382
Kimi k1.5: Scaling Reinforcement Learning with LLMs Paper • 2501.12599 • Published Jan 22 • 113
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Paper • 2412.05237 • Published Dec 6, 2024 • 48
VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation Paper • 2412.00927 • Published Dec 1, 2024 • 28
Data Engineering for Scaling Language Models to 128K Context Paper • 2402.10171 • Published Feb 15, 2024 • 26
AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark Paper • 2410.03051 • Published Oct 4, 2024 • 6
Aria: An Open Multimodal Native Mixture-of-Experts Model Paper • 2410.05993 • Published Oct 8, 2024 • 112
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding Paper • 2407.15754 • Published Jul 22, 2024 • 20
CMC-Bench: Towards a New Paradigm of Visual Signal Compression Paper • 2406.09356 • Published Jun 13, 2024 • 5
Visual Evaluation Benchmarks! Collection Q-Bench (ICLR24' Spotlight), Q-Bench-Pair (TPAMI), and A-Bench in HuggingFace Format. Support auto-load as `dataset = load_dataset("q-future/**-HF")` • 3 items • Updated Aug 27, 2024 • 1
A-Bench: Are LMMs Masters at Evaluating AI-generated Images? Paper • 2406.03070 • Published Jun 5, 2024 • 2