| LVLM-eHub: A Comprehensive Evaluation Benchmark for Large Vision-Language Models | Jun 15, 2023 | HallucinationImage Captioning | CodeCode Available | 2 | 5 |
| Enabling Large Language Models to Generate Text with Citations | May 24, 2023 | HallucinationRetrieval | CodeCode Available | 2 | 5 |
| Medical Hallucinations in Foundation Models and Their Impact on Healthcare | Feb 26, 2025 | BenchmarkingHallucination | CodeCode Available | 2 | 5 |
| A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions | Nov 9, 2023 | HallucinationInformation Retrieval | CodeCode Available | 2 | 5 |
| A Survey on Hallucination in Large Vision-Language Models | Feb 1, 2024 | HallucinationSurvey | CodeCode Available | 2 | 5 |
| Calibrated Self-Rewarding Vision Language Models | May 23, 2024 | HallucinationLanguage Modelling | CodeCode Available | 2 | 5 |
| Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key | Jan 16, 2025 | 16kHallucination | CodeCode Available | 2 | 5 |
| Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality | Oct 7, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 | 5 |
| Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement | Mar 31, 2025 | HallucinationRAG | CodeCode Available | 2 | 5 |
| DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement | Jun 18, 2025 | Graph GenerationHallucination | CodeCode Available | 2 | 5 |
| DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding | Apr 21, 2025 | Hallucination | CodeCode Available | 2 | 5 |
| HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models | Oct 23, 2023 | DiagnosticHallucination | CodeCode Available | 2 | 5 |
| KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking | Apr 3, 2024 | Fact CheckingForm | CodeCode Available | 2 | 5 |
| GeoBenchX: Benchmarking LLMs for Multistep Geospatial Tasks | Mar 23, 2025 | BenchmarkingHallucination | CodeCode Available | 1 | 5 |
| Generating Natural Language Proofs with Verifier-Guided Search | May 25, 2022 | Hallucinationvalid | CodeCode Available | 1 | 5 |
| Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback | Apr 22, 2024 | AttributeHallucination | CodeCode Available | 1 | 5 |
| Detecting and Preventing Hallucinations in Large Vision Language Models | Aug 11, 2023 | 16kHallucination | CodeCode Available | 1 | 5 |
| Detecting Hallucinated Content in Conditional Neural Sequence Generation | Nov 5, 2020 | Abstractive Text SummarizationHallucination | CodeCode Available | 1 | 5 |
| Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception | Apr 29, 2025 | counterfactualHallucination | CodeCode Available | 1 | 5 |
| Adversarial Feature Hallucination Networks for Few-Shot Learning | Mar 30, 2020 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| Deficiency-Aware Masked Transformer for Video Inpainting | Jul 17, 2023 | HallucinationImage Inpainting | CodeCode Available | 1 | 5 |
| Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy | Feb 25, 2024 | HallucinationSentence | CodeCode Available | 1 | 5 |
| AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation | Nov 13, 2023 | AttributeHallucination | CodeCode Available | 1 | 5 |
| Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented Generation | Dec 30, 2023 | DecoderHallucination | CodeCode Available | 1 | 5 |
| 3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior | Mar 31, 2020 | 3D Semantic Scene Completion3D Semantic Scene Completion from a single RGB image | CodeCode Available | 1 | 5 |
