| Analyzing and Mitigating Object Hallucination in Large Vision-Language Models | Oct 1, 2023 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| Detecting and Preventing Hallucinations in Large Vision Language Models | Aug 11, 2023 | 16kHallucination | CodeCode Available | 1 |
| Transferable Decoding with Visual Entities for Zero-Shot Image Captioning | Jul 31, 2023 | Caption GenerationHallucination | CodeCode Available | 1 |
| Let there be a clock on the beach: Reducing Object Hallucination in Image Captioning | Oct 4, 2021 | HallucinationImage Captioning | CodeCode Available | 1 |
| HyperPocket: Generative Point Cloud Completion | Feb 11, 2021 | HallucinationObject Hallucination | CodeCode Available | 1 |
| SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding | Jun 10, 2025 | HallucinationObject Hallucination | CodeCode Available | 0 |
| Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding | Jun 8, 2025 | HallucinationObject Hallucination | —Unverified | 0 |
| Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models | May 26, 2025 | HallucinationObject Hallucination | CodeCode Available | 0 |
| Visual Instruction Bottleneck Tuning | May 20, 2025 | HallucinationObject Hallucination | —Unverified | 0 |
| A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models | May 4, 2025 | AttributeHallucination | —Unverified | 0 |
| Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models | Apr 30, 2025 | HallucinationObject | —Unverified | 0 |
| Seeing What's Not There: Spurious Correlation in Multimodal LLMs | Mar 11, 2025 | HallucinationObject | —Unverified | 0 |
| OmniPaint: Mastering Object-Oriented Editing via Disentangled Insertion-Removal Inpainting | Mar 11, 2025 | HallucinationObject | —Unverified | 0 |
| EAZY: Eliminating Hallucinations in LVLMs by Zeroing out Hallucinatory Image Tokens | Mar 10, 2025 | HallucinationLanguage Modeling | —Unverified | 0 |
| Vision-Encoders (Already) Know What They See: Mitigating Object Hallucination via Simple Fine-Grained CLIPScore | Feb 27, 2025 | HallucinationObject | CodeCode Available | 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 |
| CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base | Feb 18, 2025 | AttributeHallucination | —Unverified | 0 |
| Mitigating Object Hallucinations in Large Vision-Language Models via Attention Calibration | Feb 4, 2025 | AttributeHallucination | —Unverified | 0 |
| Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs | Jan 31, 2025 | HallucinationObject Hallucination | —Unverified | 0 |
| Evaluating Hallucination in Large Vision-Language Models based on Context-Aware Object Similarities | Jan 25, 2025 | HallucinationObject | —Unverified | 0 |
| HALLUCINOGEN: A Benchmark for Evaluating Object Hallucination in Large Visual-Language Models | Dec 29, 2024 | HallucinationObject | CodeCode Available | 0 |
| ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models | Nov 22, 2024 | HallucinationObject | —Unverified | 0 |
| Unified Triplet-Level Hallucination Evaluation for Large Vision-Language Models | Oct 30, 2024 | HallucinationHallucination Evaluation | CodeCode Available | 0 |
| DAMRO: Dive into the Attention Mechanism of LVLM to Reduce Object Hallucination | Oct 6, 2024 | AttributeDecoder | —Unverified | 0 |
| Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models | Oct 4, 2024 | counterfactualData Augmentation | CodeCode Available | 0 |