README.md

CLEVR-Hard

Rendered with generation/super_clevr/ (generic CLEVR primitives — cubes, spheres, cylinders). Each question has two variants:

• original: base scene rendering
• distractors: non-protected attributes randomized

Generation metadata:

{
  "seed": 42,
  "num_val_scenes": 50,
  "num_test_scenes": 0,
  "num_objects": 6,
  "questions_per_scene": 10,
  "active_attrs": [
    "color",
    "shape",
    "material",
    "size",
    "texture"
  ],
  "variants": [
    "original",
    "distractors"
  ],
  "image_width": 480,
  "image_height": 320,
  "render_num_samples": 64
}

Fields

• id, scene_id, variant (original / distractors)
• image (PIL), question, answer, question_type
• protected, forbidden, identifying_filters (JSON strings)