streamingvlm-task-aware-vqa-suite / source_registry.jsonl
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Add task-aware VQA benchmark suite registry
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{"dataset_key":"pope","task_group":"coarse_object_presence","source_type":"local_manifest","source_repo":"lmms-lab/POPE","source_split":"full_local_coco","local_manifest":"manifests/pope_coco_manifest_n9000.jsonl.gz","row_count":9000,"sample_for_runs":"first_or_seeded_500"}
{"dataset_key":"repope","task_group":"coarse_object_presence","source_type":"local_manifest","source_repo":"MM-Hallu/RePOPE","source_split":"train","source_revision":"032906d23542254438e3bfd6ace379902b0b6847","local_manifest":"manifests/repope_train_manifest_n8185.jsonl.gz","row_count":8185,"sample_for_runs":"first_or_seeded_500"}
{"dataset_key":"hpope","task_group":"coarse_object_presence","source_type":"local_manifest","source_repo":"MM-Hallu/H-POPE","source_split":"train","source_revision":"fb4e799268493d89898f713356b96e53ccdd7d80","local_manifest":"manifests/hpope_train_manifest_n9904.jsonl.gz","row_count":9904,"sample_for_runs":"first_or_seeded_500"}
{"dataset_key":"vqav2","task_group":"general_scene_understanding","source_type":"hf_source_reference","source_repo":"HuggingFaceM4/VQAv2","source_config":"default","source_splits":["train","validation","testdev","test"],"trust_remote_code":true,"rehost_images":false,"reason":"VQAv2 image shards are large COCO-derived assets; load from the original HF source and slice 500 rows at runtime."}
{"dataset_key":"gqa","task_group":"general_scene_understanding","source_type":"hf_source_reference","source_repo":"lmms-lab/GQA","source_configs":["val_balanced_instructions","testdev_balanced_instructions","val_all_instructions"],"rehost_images":false,"reason":"Use the original HF source/config for full GQA; slice 500 rows at runtime."}
{"dataset_key":"gqa_attribute","task_group":"fine_grained_visual_evidence","source_type":"derived_subset_spec","base_dataset_key":"gqa","source_repo":"lmms-lab/GQA","recommended_config":"val_balanced_instructions","filter_hint":"Keep questions whose semantic program or question text targets attributes such as color, material, shape, texture, part, position, or small object identity.","rehost_images":false}
{"dataset_key":"mmbench","task_group":"fine_grained_visual_evidence","source_type":"hf_source_reference","source_repo":"lmms-lab/MMBench","source_configs":["en","cn","cc"],"recommended_config":"en","source_splits":["dev","test"],"trust_remote_code":true,"rehost_images":false,"reason":"MMBench covers perception/reasoning categories; use original HF source and slice 500 rows at runtime."}
{"dataset_key":"textvqa","task_group":"textual_fine_grained_evidence","source_type":"local_manifest","source_repo":"facebook/textvqa","source_config":"textvqa","source_split":"validation","local_manifest":"manifests/textvqa_validation_manifest_n5000.jsonl.gz","row_count":5000,"sample_for_runs":"first_or_seeded_500"}
{"dataset_key":"docvqa","task_group":"textual_fine_grained_evidence","source_type":"local_manifest","source_repo":"lmms-lab/DocVQA","source_config":"DocVQA","source_split":"validation","source_revision":"539088ef8a8ada01ac8e2e6d4e372586748a265e","local_manifest":"manifests/docvqa_validation_manifest_n5349.jsonl.gz","row_count":5349,"sample_for_runs":"first_or_seeded_500"}