{
  "name": "SAT",
  "release_date": "2025-12-04",
  "subsets": {
    "real": {
      "language": [
        "en"
      ],
      "modalities": [
        "multi_image_start"
      ],
      "task_type": "multiple_choice_vqa",
      "prompt_template": "{% for i in range(n_images) %}<image>{% endfor %}{{ question }} Choose between the following options: {% for c in choices %}{{ c }}{% if not loop.last %}, or {% endif %}{% endfor %}.",
      "prompt_template_source": {
        "origin": "official",
        "reference": "https://arxiv.org/pdf/2412.07755 (SAT paper, Appendix A.3, Question-answer format, p.21)",
        "notes": "Tier 1: SAT paper Appendix specifies the binary-choice text format with <image> tokens at start; LLaVA conversation scaffolding is dropped (handled by inference backend)."
      },
      "mapping_from_source": {
        "media": {
          "from": "media",
          "type": "list",
          "min_items": 1,
          "max_items": 2
        },
        "id": {
          "from": "id"
        },
        "question": {
          "from": "question"
        },
        "answer": {
          "from": "answer",
          "optional": true
        },
        "choices": {
          "from": "choices"
        },
        "extra": {
          "question_type": {
            "from": "question_type"
          },
          "n_images": {
            "from": "n_images"
          }
        },
        "source": {
          "format": "huggingface",
          "url": {
            "real_test": "https://huggingface.co/datasets/array/SAT"
          }
        }
      }
    },
    "synthetic": {
      "language": [
        "en"
      ],
      "modalities": [
        "multi_image_start"
      ],
      "task_type": "multiple_choice_vqa",
      "prompt_template": "{% for i in range(n_images) %}<image>{% endfor %}{{ question }} Choose between the following options: {% for c in choices %}{{ c }}{% if not loop.last %}, or {% endif %}{% endfor %}.",
      "prompt_template_source": {
        "origin": "official",
        "reference": "https://arxiv.org/pdf/2412.07755 (SAT paper, Appendix A.3, Question-answer format, p.21)",
        "notes": "Tier 1: SAT paper Appendix specifies the binary-choice text format with <image> tokens at start; LLaVA conversation scaffolding is dropped (handled by inference backend)."
      },
      "mapping_from_source": {
        "media": {
          "from": "media",
          "type": "list",
          "min_items": 1,
          "max_items": 2
        },
        "id": {
          "from": "id"
        },
        "question": {
          "from": "question"
        },
        "answer": {
          "from": "answer",
          "optional": true
        },
        "choices": {
          "from": "choices"
        },
        "extra": {
          "question_type": {
            "from": "question_type"
          },
          "n_images": {
            "from": "n_images"
          }
        },
        "source": {
          "format": "huggingface",
          "url": {
            "synthetic_test": "https://huggingface.co/datasets/array/SAT"
          }
        }
      }
    }
  }
}