| Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models | May 26, 2025 | HallucinationObject Hallucination | CodeCode Available | 0 | 5 |
| Explain and Improve: LRP-Inference Fine-Tuning for Image Captioning Models | Jan 4, 2020 | HallucinationImage Captioning | CodeCode Available | 0 | 5 |
| Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training | Oct 14, 2022 | HallucinationImage Augmentation | CodeCode Available | 0 | 5 |
| Understanding Multimodal Hallucination with Parameter-Free Representation Alignment | Sep 2, 2024 | HallucinationObject | CodeCode Available | 0 | 5 |
| SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding | Jun 10, 2025 | HallucinationObject Hallucination | CodeCode Available | 0 | 5 |
| Unified Triplet-Level Hallucination Evaluation for Large Vision-Language Models | Oct 30, 2024 | HallucinationHallucination Evaluation | CodeCode Available | 0 | 5 |
| HALLUCINOGEN: A Benchmark for Evaluating Object Hallucination in Large Visual-Language Models | Dec 29, 2024 | HallucinationObject | CodeCode Available | 0 | 5 |
| Think Before You Act: A Two-Stage Framework for Mitigating Gender Bias Towards Vision-Language Tasks | May 27, 2024 | HallucinationObject Hallucination | CodeCode Available | 0 | 5 |
| Vision-Encoders (Already) Know What They See: Mitigating Object Hallucination via Simple Fine-Grained CLIPScore | Feb 27, 2025 | HallucinationObject | CodeCode Available | 0 | 5 |
| Instruction Makes a Difference | Feb 1, 2024 | HallucinationInstruction Following | CodeCode Available | 0 | 5 |
