{
  "name": "IconQA",
  "release_date": null,
  "subsets": {
    "choose_img": {
      "language": [
        "en"
      ],
      "modalities": [
        "multi_image_start"
      ],
      "task_type": "multiple_choice_vqa",
      "prompt_template": "{% for _ in range(n_images) %}<image>{% endfor %}{{ question }}\nAnswer with the option letter (A, B, C, ...).",
      "mapping_from_source": {
        "media": {
          "from": "image",
          "type": "list"
        },
        "id": {
          "from": "id"
        },
        "question": {
          "from": "question"
        },
        "answer": {
          "from": "answer"
        },
        "options": {
          "from": "options"
        },
        "extra": {
          "n_images": {
            "from": "n_images"
          },
          "grade": {
            "from": "grade"
          },
          "skills": {
            "from": "skills"
          }
        },
        "source": {
          "format": "huggingface",
          "url": {
            "val": "https://huggingface.co/datasets/lmms-lab/ICON-QA",
            "test": "https://huggingface.co/datasets/lmms-lab/ICON-QA"
          }
        }
      },
      "prompt_template_source": {
        "origin": "official",
        "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/iconqa/utils.py (iconqa choose_img task; multi-image with letter-option suffix 'Answer with the option letter (A, B, C, ...)')",
        "notes": "Tier 4: lmms-eval IconQA choose_img canonical evaluation prompt."
      }
    },
    "choose_txt": {
      "language": [
        "en"
      ],
      "modalities": [
        "single_image_start"
      ],
      "task_type": "multiple_choice_vqa",
      "prompt_template": "<image>{{ question }}\n{% for k, v in options.items() %}{{ k }}. {{ v }}\n{% endfor %}Answer with the option's letter from the given choices directly.",
      "mapping_from_source": {
        "media": {
          "from": "image",
          "type": "list"
        },
        "id": {
          "from": "id"
        },
        "question": {
          "from": "question"
        },
        "answer": {
          "from": "answer"
        },
        "options": {
          "from": "options"
        },
        "extra": {
          "grade": {
            "from": "grade"
          },
          "skills": {
            "from": "skills"
          }
        },
        "source": {
          "format": "huggingface",
          "url": {
            "val": "https://huggingface.co/datasets/lmms-lab/ICON-QA",
            "test": "https://huggingface.co/datasets/lmms-lab/ICON-QA"
          }
        }
      },
      "prompt_template_source": {
        "origin": "official",
        "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/iconqa/_default_template_docvqa_yaml (iconqa choose_txt task; canonical MCQ trailer)",
        "notes": "Tier 4: lmms-eval IconQA choose_txt canonical evaluation prompt."
      }
    },
    "fill_in_blank": {
      "language": [
        "en"
      ],
      "modalities": [
        "single_image_start"
      ],
      "task_type": "vqa",
      "prompt_template": "<image>{{ question }}\nAnswer the question using a single word or phrase.",
      "mapping_from_source": {
        "media": {
          "from": "image",
          "type": "list"
        },
        "id": {
          "from": "id"
        },
        "question": {
          "from": "question"
        },
        "answer": {
          "from": "answer"
        },
        "extra": {
          "grade": {
            "from": "grade"
          },
          "skills": {
            "from": "skills"
          }
        },
        "source": {
          "format": "huggingface",
          "url": {
            "val": "https://huggingface.co/datasets/lmms-lab/ICON-QA",
            "test": "https://huggingface.co/datasets/lmms-lab/ICON-QA"
          }
        }
      },
      "prompt_template_source": {
        "origin": "official",
        "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/iconqa/_default_template_yaml (iconqa fill_in_blank — open-ended short-answer with 'Answer the question using a single word or phrase.' trailer)",
        "notes": "Tier 4: lmms-eval IconQA fill_in_blank canonical evaluation prompt — VLMEvalKit-style short-answer trailer."
      }
    }
  }
}