| Multi-Object Hallucination in Vision-Language Models | Jul 8, 2024 | HallucinationObject Hallucination | CodeCode Available | 1 |
| Revisit What You See: Disclose Language Prior in Vision Tokens for Efficient Guided Decoding of LVLMs | Jun 11, 2025 | HallucinationObject Hallucination | CodeCode Available | 1 |
| Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding | Feb 23, 2024 | HallucinationObject | CodeCode Available | 1 |
| Transferable Decoding with Visual Entities for Zero-Shot Image Captioning | Jul 31, 2023 | Caption GenerationHallucination | CodeCode Available | 1 |
| TruthPrInt: Mitigating LVLM Object Hallucination Via Latent Truthful-Guided Pre-Intervention | Mar 13, 2025 | HallucinationObject Hallucination | CodeCode Available | 1 |
| DAMRO: Dive into the Attention Mechanism of LVLM to Reduce Object Hallucination | Oct 6, 2024 | AttributeDecoder | —Unverified | 0 |
| Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models | Apr 30, 2025 | HallucinationObject | —Unverified | 0 |
| A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models | May 4, 2025 | AttributeHallucination | —Unverified | 0 |
| Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models? | Jun 20, 2024 | Caption GenerationHallucination | —Unverified | 0 |
| RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language Models | May 28, 2024 | HallucinationMME | —Unverified | 0 |
| Consensus Graph Representation Learning for Better Grounded Image Captioning | Dec 2, 2021 | Graph Representation LearningHallucination | —Unverified | 0 |
| Seeing What's Not There: Spurious Correlation in Multimodal LLMs | Mar 11, 2025 | HallucinationObject | —Unverified | 0 |
| Evaluating Hallucination in Large Vision-Language Models based on Context-Aware Object Similarities | Jan 25, 2025 | HallucinationObject | —Unverified | 0 |
| Simple Token-Level Confidence Improves Caption Correctness | May 11, 2023 | HallucinationImage Captioning | —Unverified | 0 |
| Effectiveness Assessment of Recent Large Vision-Language Models | Mar 7, 2024 | Anomaly DetectionAttribute | —Unverified | 0 |
| EAZY: Eliminating Hallucinations in LVLMs by Zeroing out Hallucinatory Image Tokens | Mar 10, 2025 | HallucinationLanguage Modeling | —Unverified | 0 |
| GROUNDHOG: Grounding Large Language Models to Holistic Segmentation | Feb 26, 2024 | Causal Language ModelingGeneralized Referring Expression Segmentation | —Unverified | 0 |
| Do More Details Always Introduce More Hallucinations in LVLM-based Image Captioning? | Jun 18, 2024 | AttributeHallucination | —Unverified | 0 |
| The Role of Background Information in Reducing Object Hallucination in Vision-Language Models: Insights from Cutoff API Prompting | Feb 21, 2025 | HallucinationObject | —Unverified | 0 |
| ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models | Nov 22, 2024 | HallucinationObject | —Unverified | 0 |
| ``I've Seen Things You People Wouldn't Believe'': Hallucinating Entities in GuessWhat?! | Aug 1, 2021 | HallucinationImage Captioning | —Unverified | 0 |
| Visual Instruction Bottleneck Tuning | May 20, 2025 | HallucinationObject Hallucination | —Unverified | 0 |
| Mitigating Object Hallucination in Large Vision-Language Models via Classifier-Free Guidance | Feb 13, 2024 | HallucinationObject Hallucination | —Unverified | 0 |
| Deep Learning Approaches on Image Captioning: A Review | Jan 31, 2022 | Caption GenerationDeep Learning | —Unverified | 0 |
| Mitigating Object Hallucinations in Large Vision-Language Models via Attention Calibration | Feb 4, 2025 | AttributeHallucination | —Unverified | 0 |