| { |
| "name": "SpatialEval", |
| "release_date": "2024-09-09", |
| "subsets": { |
| "vqa": { |
| "language": [ |
| "en" |
| ], |
| "modalities": [ |
| "single_image_start" |
| ], |
| "task_type": "multiple_choice_qa", |
| "score_pipeline": [ |
| "exact-match", |
| "rule-match" |
| ], |
| "score_protocol": { |
| "reference": "official@github.com/jiayuww/SpatialEval evals/evaluation.py — task-specific regex extraction (extract_answer_from_text_spatialmap L26 /_mazenav L140 /_spatialgrid L205) then lowercase substring match of the oracle answer ('ref_ans.lower() in model_answer.lower()', L286-288); no LLM anywhere.", |
| "note": "Official grading matches the oracle ANSWER CONTENT by substring after regex extraction; the mm-eval copy stores the option letter (oracle_option, e.g. 'C') as ground truth with options embedded in the question text ('Available options:\\nA. 4...'), keeping oracle_answer/oracle_full_answer in extra. Scoring the published copy is therefore letter-selection matching, not content-substring matching. Official also defines a text-only tqa mode not shipped by the org (vqa/vtqa only)." |
| }, |
| "prompt_template": "<image>{{ question }}", |
| "prompt_template_source": { |
| "origin": "source_column", |
| "reference": "https://huggingface.co/datasets/MilaWang/SpatialEval", |
| "notes": "Tier 2: SpatialEval text column pre-renders the question with embedded option list; oracle_option holds the gold letter. Template prepends <image> and uses text verbatim." |
| }, |
| "mapping_from_source": { |
| "media": { |
| "from": "image", |
| "type": "list", |
| "min_items": 1, |
| "max_items": 1 |
| }, |
| "id": { |
| "from": "id" |
| }, |
| "question": { |
| "from": "text" |
| }, |
| "answer": { |
| "from": "oracle_option", |
| "optional": true |
| }, |
| "extra": { |
| "oracle_full_answer": { |
| "from": "oracle_full_answer" |
| }, |
| "oracle_answer": { |
| "from": "oracle_answer" |
| } |
| }, |
| "source": { |
| "format": "huggingface", |
| "url": { |
| "test": "https://huggingface.co/datasets/MilaWang/SpatialEval" |
| } |
| } |
| } |
| }, |
| "vtqa": { |
| "language": [ |
| "en" |
| ], |
| "modalities": [ |
| "single_image_start" |
| ], |
| "task_type": "multiple_choice_qa", |
| "score_pipeline": [ |
| "exact-match", |
| "rule-match" |
| ], |
| "score_protocol": { |
| "reference": "official@github.com/jiayuww/SpatialEval evals/evaluation.py — same rule-based regex extraction + lowercase substring match of the oracle answer (run with --mode 'vtqa'); no LLM.", |
| "note": "Same as SpatialEval/vqa: published GT is the option letter while the official script substring-matches oracle answer content; tqa mode not shipped." |
| }, |
| "prompt_template": "<image>{{ question }}", |
| "prompt_template_source": { |
| "origin": "source_column", |
| "reference": "https://huggingface.co/datasets/MilaWang/SpatialEval", |
| "notes": "Tier 2: SpatialEval text column pre-renders the question with embedded option list; oracle_option holds the gold letter. Template prepends <image> and uses text verbatim." |
| }, |
| "mapping_from_source": { |
| "media": { |
| "from": "image", |
| "type": "list", |
| "min_items": 1, |
| "max_items": 1 |
| }, |
| "id": { |
| "from": "id" |
| }, |
| "question": { |
| "from": "text" |
| }, |
| "answer": { |
| "from": "oracle_option", |
| "optional": true |
| }, |
| "extra": { |
| "oracle_full_answer": { |
| "from": "oracle_full_answer" |
| }, |
| "oracle_answer": { |
| "from": "oracle_answer" |
| } |
| }, |
| "source": { |
| "format": "huggingface", |
| "url": { |
| "test": "https://huggingface.co/datasets/MilaWang/SpatialEval" |
| } |
| } |
| } |
| } |
| } |
| } |
