HKUST-LongGroup / Awesome-MLLM-BenchmarksLinks
β154Updated 10 months ago
Alternatives and similar repositories for Awesome-MLLM-Benchmarks
Users that are interested in Awesome-MLLM-Benchmarks are comparing it to the libraries listed below
Sorting:
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'β202Updated 5 months ago
- π₯CVPR 2025 Multimodal Large Language Models Paper Listβ154Updated 9 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'β311Updated 8 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMsβ158Updated last year
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language modelsβ75Updated 5 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.β71Updated 9 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Modelsβ77Updated last year
- Collections of Papers and Projects for Multimodal Reasoning.β106Updated 8 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigationβ127Updated 3 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thoughtβ103Updated last week
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videosβ107Updated 3 weeks ago
- Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grainβ¦β108Updated 4 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuningβ78Updated 3 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decodingβ364Updated last year
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiencyβ136Updated 5 months ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''β101Updated 4 months ago
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGIβ230Updated 2 months ago
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".β78Updated 5 months ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"β107Updated last year
- Official codebase for the paper Latent Visual Reasoningβ76Updated 2 months ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attentionβ66Updated 4 months ago
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!β53Updated 9 months ago
- A Survey on Benchmarks of Multimodal Large Language Modelsβ145Updated 6 months ago
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"β201Updated last year
- Survey: https://arxiv.org/pdf/2507.20198β262Updated 2 weeks ago
- [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Modelsβ73Updated 7 months ago
- [LLaVA-Video-R1]β¨First Adaptation of R1 to LLaVA-Video (2025-03-18)β36Updated 7 months ago
- Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Modelsβ43Updated 2 months ago
- [CVPR 2025 (Oral)] Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Keyβ97Updated last month
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''β240Updated 4 months ago