---
language:
- ar
- bg
- de
- en
- es
- fr
- hi
- pt
- ru
- zh
configs:
  - config_name: ar
    data_files:
      - split: aokvqa_adversarial
        path: ar/aokvqa_pope_seem_adversarial.json
      - split: aokvqa_popular
        path: ar/aokvqa_pope_seem_popular.json
      - split: aokvqa_random
        path: ar/aokvqa_pope_seem_random.json
      - split: coco_adversarial
        path: ar/coco_pope_adversarial.json
      - split: coco_popular
        path: ar/coco_pope_popular.json
      - split: coco_random
        path: ar/coco_pope_random.json
      - split: gqa_adversarial
        path: ar/gqa_pope_seem_adversarial.json
      - split: gqa_popular
        path: ar/gqa_pope_seem_popular.json
      - split: gqa_random
        path: ar/gqa_pope_seem_random.json
  - config_name: zh
    data_files:
      - split: aokvqa_adversarial
        path: zh/aokvqa_pope_seem_adversarial.json
      - split: aokvqa_popular
        path: zh/aokvqa_pope_seem_popular.json
      - split: aokvqa_random
        path: zh/aokvqa_pope_seem_random.json
      - split: coco_adversarial
        path: zh/coco_pope_adversarial.json
      - split: coco_popular
        path: zh/coco_pope_popular.json
      - split: coco_random
        path: zh/coco_pope_random.json
      - split: gqa_adversarial
        path: zh/gqa_pope_seem_adversarial.json
      - split: gqa_popular
        path: zh/gqa_pope_seem_popular.json
      - split: gqa_random
        path: zh/gqa_pope_seem_random.json
  - config_name: pt
    data_files:
      - split: aokvqa_adversarial
        path: pt/aokvqa_pope_seem_adversarial.json
      - split: aokvqa_popular
        path: pt/aokvqa_pope_seem_popular.json
      - split: aokvqa_random
        path: pt/aokvqa_pope_seem_random.json
      - split: coco_adversarial
        path: pt/coco_pope_adversarial.json
      - split: coco_popular
        path: pt/coco_pope_popular.json
      - split: coco_random
        path: pt/coco_pope_random.json
      - split: gqa_adversarial
        path: pt/gqa_pope_seem_adversarial.json
      - split: gqa_popular
        path: pt/gqa_pope_seem_popular.json
      - split: gqa_random
        path: pt/gqa_pope_seem_random.json
  - config_name: ru
    data_files:
      - split: aokvqa_adversarial
        path: ru/aokvqa_pope_seem_adversarial.json
      - split: aokvqa_popular
        path: ru/aokvqa_pope_seem_popular.json
      - split: aokvqa_random
        path: ru/aokvqa_pope_seem_random.json
      - split: coco_adversarial
        path: ru/coco_pope_adversarial.json
      - split: coco_popular
        path: ru/coco_pope_popular.json
      - split: coco_random
        path: ru/coco_pope_random.json
      - split: gqa_adversarial
        path: ru/gqa_pope_seem_adversarial.json
      - split: gqa_popular
        path: ru/gqa_pope_seem_popular.json
      - split: gqa_random
        path: ru/gqa_pope_seem_random.json
  - config_name: hi
    data_files:
      - split: aokvqa_adversarial
        path: hi/aokvqa_pope_seem_adversarial.json
      - split: aokvqa_popular
        path: hi/aokvqa_pope_seem_popular.json
      - split: aokvqa_random
        path: hi/aokvqa_pope_seem_random.json
      - split: coco_adversarial
        path: hi/coco_pope_adversarial.json
      - split: coco_popular
        path: hi/coco_pope_popular.json
      - split: coco_random
        path: hi/coco_pope_random.json
      - split: gqa_adversarial
        path: hi/gqa_pope_seem_adversarial.json
      - split: gqa_popular
        path: hi/gqa_pope_seem_popular.json
      - split: gqa_random
        path: hi/gqa_pope_seem_random.json
  - config_name: bg
    data_files:
      - split: aokvqa_adversarial
        path: bg/aokvqa_pope_seem_adversarial.json
      - split: aokvqa_popular
        path: bg/aokvqa_pope_seem_popular.json
      - split: aokvqa_random
        path: bg/aokvqa_pope_seem_random.json
      - split: coco_adversarial
        path: bg/coco_pope_adversarial.json
      - split: coco_popular
        path: bg/coco_pope_popular.json
      - split: coco_random
        path: bg/coco_pope_random.json
      - split: gqa_adversarial
        path: bg/gqa_pope_seem_adversarial.json
      - split: gqa_popular
        path: bg/gqa_pope_seem_popular.json
      - split: gqa_random
        path: bg/gqa_pope_seem_random.json
  - config_name: de
    data_files:
      - split: aokvqa_adversarial
        path: de/aokvqa_pope_seem_adversarial.json
      - split: aokvqa_popular
        path: de/aokvqa_pope_seem_popular.json
      - split: aokvqa_random
        path: de/aokvqa_pope_seem_random.json
      - split: coco_adversarial
        path: de/coco_pope_adversarial.json
      - split: coco_popular
        path: de/coco_pope_popular.json
      - split: coco_random
        path: de/coco_pope_random.json
      - split: gqa_adversarial
        path: de/gqa_pope_seem_adversarial.json
      - split: gqa_popular
        path: de/gqa_pope_seem_popular.json
      - split: gqa_random
        path: de/gqa_pope_seem_random.json
  - config_name: es
    data_files:
      - split: aokvqa_adversarial
        path: es/aokvqa_pope_seem_adversarial.json
      - split: aokvqa_popular
        path: es/aokvqa_pope_seem_popular.json
      - split: aokvqa_random
        path: es/aokvqa_pope_seem_random.json
      - split: coco_adversarial
        path: es/coco_pope_adversarial.json
      - split: coco_popular
        path: es/coco_pope_popular.json
      - split: coco_random
        path: es/coco_pope_random.json
      - split: gqa_adversarial
        path: es/gqa_pope_seem_adversarial.json
      - split: gqa_popular
        path: es/gqa_pope_seem_popular.json
      - split: gqa_random
        path: es/gqa_pope_seem_random.json
  - config_name: fr
    data_files:
      - split: aokvqa_adversarial
        path: fr/aokvqa_pope_seem_adversarial.json
      - split: aokvqa_popular
        path: fr/aokvqa_pope_seem_popular.json
      - split: aokvqa_random
        path: fr/aokvqa_pope_seem_random.json
      - split: coco_adversarial
        path: fr/coco_pope_adversarial.json
      - split: coco_popular
        path: fr/coco_pope_popular.json
      - split: coco_random
        path: fr/coco_pope_random.json
      - split: gqa_adversarial
        path: fr/gqa_pope_seem_adversarial.json
      - split: gqa_popular
        path: fr/gqa_pope_seem_popular.json
      - split: gqa_random
        path: fr/gqa_pope_seem_random.json
  - config_name: en
    data_files:
      - split: aokvqa_adversarial
        path: en/aokvqa_pope_seem_adversarial.json
      - split: aokvqa_popular
        path: en/aokvqa_pope_seem_popular.json
      - split: aokvqa_random
        path: en/aokvqa_pope_seem_random.json
      - split: coco_adversarial
        path: en/coco_pope_adversarial.jsonl
      - split: coco_popular
        path: en/coco_pope_popular.jsonl
      - split: coco_random
        path: en/coco_pope_random.jsonl
      - split: gqa_adversarial
        path: en/gqa_pope_seem_adversarial.json
      - split: gqa_popular
        path: en/gqa_pope_seem_popular.json
      - split: gqa_random
        path: en/gqa_pope_seem_random.json
---
This is the multilingual version of POPE. If you find it useful, we hope you can cite our paper.
```
@article{zkye2025CLAIM,
  title={CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention},
  author={Zekai Ye, Qiming Li, Xiaocheng Feng, Libo Qin, Yichong Huang, Baohang Li, Kui Jiang, Yang Xiang, Zhirui Zhang, Yunfei Lu, Duyu Tang, Dandan Tu, Bing Qin},
  year={2025}
}
```