| Enhancing Uncertainty Modeling with Semantic Graph for Hallucination Detection | Jan 2, 2025 | HallucinationSentence | —Unverified | 0 |
| POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation | Jan 1, 2025 | HallucinationReasoning Segmentation | —Unverified | 0 |
| VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models | Jan 1, 2025 | Hallucination | —Unverified | 0 |
| IllusionBench: A Large-scale and Comprehensive Benchmark for Visual Illusion Understanding in Vision-Language Models | Jan 1, 2025 | HallucinationMultiple-choice | —Unverified | 0 |
| RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback | Jan 1, 2025 | HallucinationImage Comprehension | CodeCode Available | 0 |
| Stop Learning it all to Mitigate Visual Hallucination, Focus on the Hallucination Target. | Jan 1, 2025 | AllHallucination | —Unverified | 0 |
| A review of faithfulness metrics for hallucination assessment in Large Language Models | Dec 31, 2024 | BenchmarkingHallucination | —Unverified | 0 |
| Distilling Desired Comments for Enhanced Code Review with Large Language Models | Dec 29, 2024 | Dataset DistillationHallucination | —Unverified | 0 |
| HALLUCINOGEN: A Benchmark for Evaluating Object Hallucination in Large Visual-Language Models | Dec 29, 2024 | HallucinationObject | CodeCode Available | 0 |
| Is Your Text-to-Image Model Robust to Caption Noise? | Dec 27, 2024 | DescriptiveHallucination | —Unverified | 0 |
