Expand vision selectively with audited region, preference, correspondence and Super-CLEVR families

README.md

@@ -202,16 +202,16 @@ dataset_info:
     dtype: string
   splits:
   - name: train
-    num_bytes: 9009304964
-    num_examples: 60097
+    num_bytes: 11341697539
+    num_examples: 66097
   - name: test
-    num_bytes: 25982892
-    num_examples: 175
+    num_bytes: 146508533
+    num_examples: 475
   - name: validation
-    num_bytes: 45343503
-    num_examples: 375
-  download_size: 9038573018
-  dataset_size: 9080631359
+    num_bytes: 274153901
+    num_examples: 972
+  download_size: 11711343761
+  dataset_size: 11762359973
 ---
 
 # tasksource-jev-typed-decisions
@@ -370,11 +370,11 @@ The [exclusion evidence resource](quality/filtered-full-v1/README.md) records hi
 
 ## Vision config
 
-Load `load_dataset("tasksource/tasksource-jev-typed-decisions", "vision")` for the multimodal pilot (60,097 train, 175 test, 375 validation).
-It covers ai2d, aokvqa, clevr/color, clevr/count, clevr/material, clevr/shape, clevr/size, clevr/yesno, figureqa, intergps, mapqa/yesno, nlvr2, rico-widget/element, rico-widget/grid7, scienceqa-img, tallyqa/count, tqa, visual7w, vsr/yesno, with genuine source labels.
+Load `load_dataset("tasksource/tasksource-jev-typed-decisions", "vision")` for the multimodal pilot (66,097 train, 475 test, 972 validation).
+It covers ai2d, aokvqa, bapps/preference, clevr/color, clevr/count, clevr/material, clevr/shape, clevr/size, clevr/yesno, coco/panoptic-region, doclaynet/region, figureqa, intergps, lvis/region, mapqa/yesno, nlvr2, rico-widget/element, rico-widget/grid7, scienceqa-img, spair71k/grid7, superclevr/color, superclevr/count, superclevr/material, superclevr/shape, superclevr/size, superclevr/yesno, tallyqa/count, tqa, visual7w, vsr/yesno, with genuine source labels.
 `state`, `question`, `kind`, `options`, and `target` retain their existing decision semantics.
 `images` is an ordered sequence of Hugging Face Image features. Source bytes are preserved
-unless `metadata.augmentation` records SoM rendering; images decode on access.
+unless `metadata.augmentation` records rendering (SoM, region highlighting or source keypoint marks); images decode on access.
 Feed the images alongside `state` through your model's image adapter.
 NLVR2 retains its two images in source order. Answer options remain text.
 
@@ -394,3 +394,5 @@ other decisions sharing the same ordered image set and text state share `group_i
 Evaluation rows sharing any image with training are excluded.
 This initial config contains direct decisions; text packing and derived variants are disabled.
 Typed request renderers preserve images; model-specific image transport remains the caller's responsibility.
+
+The 2026-10-09 selective update adds at most 1,000 train rows per new family while preserving the existing rows and caps. Mind2Web remains excluded. HTML-only browser tasks are not part of this config.

vision/append_release.py

@@ -0,0 +1,99 @@
+"""One bounded release operation: append new shards, preserving existing Hub files."""
+import hashlib,json,math,re,sys
+from collections import Counter
+from pathlib import Path
+import yaml
+from datasets import DatasetDict,load_from_disk,disable_progress_bars
+from huggingface_hub import HfApi,hf_hub_download,CommitOperationAdd,DatasetCard
+from scripts.audit_vision_quality import audit
+
+ROOT=Path('build/vision-append-release'); ADD=Path('build/vision-additions-1000')
+BASE=Path('build/vision-expanded-5000'); REPO='tasksource/tasksource-jev-typed-decisions'
+PARENT='5d3d8a557f62809d690f22c2c696b44c266d1ada'; TAG='20261009'
+disable_progress_bars()
+def read(path):return json.loads(path.read_text())
+def dump(path,value):path.write_text(json.dumps(value,indent=2,ensure_ascii=False)+'\n')
+def identities(metadata):
+ m=json.loads(metadata);keys=set(m['image_ids']);original=m.get('augmentation',{}).get('original_image_sha256')
+ if original:keys.add(original)
+ return keys
+
+def stage():
+ api=HfApi();assert api.dataset_info(REPO).sha==PARENT,'Hub changed: review the new parent first'
+ remote=Path(hf_hub_download(REPO,'vision/release-audit.json',repo_type='dataset',revision=PARENT))
+ old_audit=read(remote);assert old_audit==read(BASE/'release-audit.json')
+ base_ids=read(ADD/'base-identities.json');old_eval=set().union(*(set(v['image_keys']) for s,v in base_ids.items() if s!='train'))
+ old_train=set(base_ids['train']['image_keys']);all_ids=set().union(*(set(v['ids']) for v in base_ids.values()))
+ raw=load_from_disk(str(ADD/'dataset')); selected={};drops={}
+ for split in ['train',*(s for s in raw if s!='train')]:
+  conflict=old_eval if split=='train' else old_train
+  kept=[];reasons=Counter()
+  for i,r in enumerate(raw[split].select_columns(['metadata','id','source'])):
+   assert 'mind2web' not in r['source'] and r['id'] not in all_ids
+   assert json.loads(r['metadata']).get('source_redistribution')!='restricted'
+   keys=identities(r['metadata'])
+   if keys.intersection(conflict):reasons['image_overlap_with_existing_release']+=1;continue
+   kept.append(i);all_ids.add(r['id'])
+   if split=='train':old_train.update(keys)
+  selected[split]=raw[split].select(kept);drops[split]=dict(reasons)
+ data=DatasetDict(selected);(ROOT/'additions').mkdir(exist_ok=True)
+ data.save_to_disk(str(ROOT/'additions/dataset'))
+ quality=audit(ROOT/'additions',ROOT/'addition-quality-audit.json',sample_per_source=2)
+ import runpy
+ runpy.run_path(str(ROOT/'check_gold.py'),run_name='__main__')
+ quality['native_gold_alignment']=read(ROOT/'gold-alignment.json')
+ files=[]
+ for split,rows in data.items():
+  n=max(1,math.ceil(rows.data.nbytes/256_000_000))
+  for i in range(n):
+   path=ROOT/f'{split}-addition-{TAG}-{i:05d}-of-{n:05d}.parquet'
+   rows.shard(n,i,contiguous=True).to_parquet(path)
+   files.append({'local':str(path),'remote':'vision/'+path.name,'bytes':path.stat().st_size,
+                 'sha256':hashlib.sha256(path.read_bytes()).hexdigest()})
+ release=old_audit
+ for split,rows in data.items():
+  info=release['splits'].setdefault(split,{'rows':0,'sources':{},'families':{}})
+  info['rows']+=len(rows)
+  for field,values in [('sources',rows['source']),('families',('/'.join(s.split('/')[:2]) for s in rows['source']))]:
+   total=Counter(info[field]);total.update(values);info[field]=dict(total)
+ release['incremental_update']={'parent_revision':PARENT,'new_rows':{s:len(r) for s,r in data.items()},'excluded':drops}
+ dump(ROOT/'release-audit.json',release)
+ old_sources=yaml.safe_load((BASE/'sources.yaml').read_text());new_sources=yaml.safe_load((ADD/'sources.yaml').read_text())
+ assert not set(old_sources['sources'])&set(new_sources['sources'])
+ for source,info in new_sources['sources'].items():
+  info['rows']={s:Counter(rows['source'])[source] for s,rows in data.items() if source in set(rows['source'])}
+ old_sources['sources'].update(new_sources['sources']);old_sources['datasets']=sorted(set(old_sources['datasets'])|set(new_sources['datasets']))
+ old_sources['parent_tasksource_commit']=old_sources['tasksource_commit'];old_sources['tasksource_commit']=new_sources['tasksource_commit']
+ (ROOT/'sources.yaml').write_text(yaml.safe_dump(old_sources,sort_keys=False))
+ manifest={'operation_script_sha256':hashlib.sha256(Path(__file__).read_bytes()).hexdigest(),'operation':'append native visual families without rebuilding existing shards','parent_revision':PARENT,
+  'base_manifest':read(BASE/'build-manifest.json'),'addition_manifest':read(ADD/'build-manifest.json'),
+  'new_shards':files,'cross_release_exclusions':drops,'new_family_cap':{'train':1000,'evaluation':100}}
+ dump(ROOT/'build-manifest.json',manifest)
+ dump(ROOT/'quality-audit.json',{'base_revision':PARENT,'base_audit':read(BASE/'quality-audit.json'),
+  'addition_audit':quality,'manual_review':'New-source manual audits: region-audit.json and superclevr-audit.json at the tasksource Git commit in addition_manifest. This is a coarse review, not independent reannotation.'})
+ card=DatasetCard.load(hf_hub_download(REPO,'README.md',repo_type='dataset',revision=PARENT))
+ info=next(d for d in card.data.dataset_info if d['config_name']=='vision')
+ for split,rows in data.items():
+  stat=next(v for v in info['splits'] if v['name']==split);stat['num_examples']+=len(rows);stat['num_bytes']+=rows.data.nbytes
+ info['download_size']+=sum(f['bytes'] for f in files);info['dataset_size']=sum(s['num_bytes'] for s in info['splits'])
+ counts=', '.join(f"{d['rows']:,} {s}" for s,d in release['splits'].items())
+ card.text=re.sub(r'(for the multimodal pilot \()[^)]+(\)\.)',lambda m:m[1]+counts+m[2],card.text)
+ names=', '.join(sorted(old_sources['sources'])) .replace('vision/','')
+ card.text=re.sub(r'It covers [^\n]+, with genuine source labels\.',lambda m:'It covers '+names+', with genuine source labels.',card.text)
+ card.text=card.text.replace('unless `metadata.augmentation` records SoM rendering','unless `metadata.augmentation` records rendering (SoM, region highlighting or source keypoint marks)')
+ card.text+='\nThe 2026-10-09 selective update adds at most 1,000 train rows per new family while preserving the existing rows and caps. Mind2Web remains excluded. HTML-only browser tasks are not part of this config.\n'
+ card.save(ROOT/'README.md')
+ dump(ROOT/'staged.json',{'parent':PARENT,'files':files,'new_rows':{s:len(r) for s,r in data.items()},'total_rows':{s:d['rows'] for s,d in release['splits'].items()}})
+ print(read(ROOT/'staged.json'),flush=True)
+
+def publish():
+ staged=read(ROOT/'staged.json');api=HfApi();assert api.dataset_info(REPO).sha==PARENT
+ ops=[CommitOperationAdd(path_in_repo=f['remote'],path_or_fileobj=f['local']) for f in staged['files']]
+ for name in ['sources.yaml','build-manifest.json','release-audit.json','quality-audit.json','append_release.py','gold-alignment.json','check_gold.py']:
+  ops.append(CommitOperationAdd(path_in_repo='vision/'+name,path_or_fileobj=ROOT/name))
+ ops.append(CommitOperationAdd(path_in_repo='README.md',path_or_fileobj=ROOT/'README.md'))
+ result=api.create_commit(REPO,repo_type='dataset',parent_commit=PARENT,operations=ops,
+   commit_message='Expand vision selectively with audited region, preference, correspondence and Super-CLEVR families')
+ dump(ROOT/'published.json',{'revision':result.oid,**staged});print(result,flush=True)
+
+(stage if sys.argv[1]=='stage' else publish)()

vision/build-manifest.json

@@ -1,1364 +1,1539 @@
 {
-  "git_commit": "d4f939cdaa900a7b70c6d4dd9f4f77a10a6306b7",
-  "git_diff_sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
-  "fingerprint": "2c58256edef91d22",
-  "working_tree_changes": [
-    "?? scripts/inspect_jev_exclusions.py",
-    "?? scripts/repackage_dataset/grounding.py",
-    "?? tests/test_exclusion_inspection.py"
-  ],
-  "python": "3.12.9",
-  "packages": {
-    "datasets": "5.0.1",
-    "huggingface_hub": "1.33.0",
-    "pyarrow": "21.0.0",
-    "numpy": "2.4.6",
-    "pandas": "2.2.3"
-  },
-  "parameters": {
-    "output": "build/vision-expanded-5000",
-    "card": "dataset_cards/tasksource-jev.md",
-    "tasks": [
-      "tqa",
-      "intergps",
-      "vsr/yesno",
-      "ai2d",
-      "figureqa",
-      "rico-widget/grid7",
-      "rico-widget/element",
-      "visual7w",
-      "clevr/yesno",
-      "mapqa/yesno",
-      "clevr/color",
-      "clevr/shape",
-      "clevr/size",
-      "clevr/material",
-      "clevr/count",
-      "tallyqa/count",
-      "nlvr2",
-      "aokvqa",
-      "scienceqa-img"
+  "operation_script_sha256": "1d0d0669a469352901e6f38a770259c5bee70f0ca02581a9f98f05ef85ebd12d",
+  "operation": "append native visual families without rebuilding existing shards",
+  "parent_revision": "5d3d8a557f62809d690f22c2c696b44c266d1ada",
+  "base_manifest": {
+    "git_commit": "d4f939cdaa900a7b70c6d4dd9f4f77a10a6306b7",
+    "git_diff_sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
+    "fingerprint": "2c58256edef91d22",
+    "working_tree_changes": [
+      "?? scripts/inspect_jev_exclusions.py",
+      "?? scripts/repackage_dataset/grounding.py",
+      "?? tests/test_exclusion_inspection.py"
     ],
-    "vision": true,
-    "excluded_sources": [],
-    "grounding_probabilities": null,
-    "seed": 0,
-    "limit": null,
-    "english_only": false,
-    "reuse_incompatible_shards": false,
-    "max_rows": 5000,
-    "max_rows_eval": 100,
-    "noul_rate": 0.05,
-    "score_rate": 0.0,
-    "permutation_rate": 0.05,
-    "prompt_rate": 0.05,
-    "paired_format_rate": 0.05,
-    "pack_rate": 0.1,
-    "pack_max_tokens": 4096,
-    "pack_tokenizer": null,
-    "pack_max_items": 4,
-    "max_request_bytes": 131072,
-    "max_request_tokens": 32768,
-    "request_tokenizer": null,
-    "finalize": false,
-    "finalize_only": false,
-    "skip_migrate": false,
-    "upload": false,
-    "repo_id": "tasksource/tasksource-jev-typed-decisions",
-    "baseline_failures": null,
-    "publish_rows": 1000000,
-    "mix_rows": 1000000,
-    "eval_rows": 15000,
-    "pretty_rows": 1000,
-    "procedural_share": 0.1
-  },
-  "selected_sources": [
-    "vision/nlvr2",
-    "vision/aokvqa",
-    "vision/scienceqa-img",
-    "vision/ai2d",
-    "vision/figureqa",
-    "vision/visual7w",
-    "vision/clevr/yesno",
-    "vision/mapqa/yesno",
-    "vision/tqa",
-    "vision/clevr/color",
-    "vision/clevr/shape",
-    "vision/clevr/size",
-    "vision/clevr/material",
-    "vision/intergps",
-    "vision/clevr/count",
-    "vision/tallyqa/count",
-    "vision/vsr/yesno",
-    "vision/rico-widget/grid7",
-    "vision/rico-widget/element"
-  ],
-  "sampling": "full-source uniform reservoirs, shared per-family export caps, with per-task checkpoint provenance",
-  "excluded_sources": [
-    "osunlp/Multimodal-Mind2Web",
-    "tasksource/multimodal-mind2web"
-  ],
-  "task_manifests": {
-    "vision/tqa": {
-      "git_commit": "423b86d046bf172a014dd4e9705e5c7eb322c957",
-      "git_diff_sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
-      "fingerprint": "b99c60d10e42abe8",
-      "working_tree_changes": [
-        "?? scripts/inspect_jev_exclusions.py",
-        "?? tests/test_exclusion_inspection.py"
-      ],
-      "python": "3.12.9",
-      "packages": {
-        "datasets": "5.0.1",
-        "huggingface_hub": "1.33.0",
-        "pyarrow": "21.0.0",
-        "numpy": "2.4.6",
-        "pandas": "2.2.3"
-      },
-      "parameters": {
-        "output": "build/vision-expanded-5000/tasks/tqa",
-        "card": "dataset_cards/tasksource-jev.md",
-        "tasks": [
-          "tqa"
-        ],
-        "vision": true,
-        "limit": null,
-        "english_only": false,
-        "reuse_incompatible_shards": false,
-        "max_rows": 5000,
-        "max_rows_eval": 100,
-        "noul_rate": 0.05,
-        "score_rate": 0.0,
-        "permutation_rate": 0.05,
-        "prompt_rate": 0.05,
-        "paired_format_rate": 0.05,
-        "pack_rate": 0.1,
-        "pack_max_tokens": 4096,
-        "pack_tokenizer": null,
-        "pack_max_items": 4,
-        "max_request_bytes": 131072,
-        "max_request_tokens": 32768,
-        "request_tokenizer": null,
-        "finalize": false,
-        "finalize_only": false,
-        "skip_migrate": false,
-        "upload": false,
-        "repo_id": "tasksource/tasksource-jev-typed-decisions",
-        "baseline_failures": null,
-        "publish_rows": 1000000,
-        "mix_rows": 1000000,
-        "eval_rows": 15000,
-        "pretty_rows": 1000,
-        "procedural_share": 0.1
-      },
-      "selected_sources": [
-        "vision/tqa"
-      ],
-      "sampling": "uniform reservoir over complete eligible source splits"
+    "python": "3.12.9",
+    "packages": {
+      "datasets": "5.0.1",
+      "huggingface_hub": "1.33.0",
+      "pyarrow": "21.0.0",
+      "numpy": "2.4.6",
+      "pandas": "2.2.3"
     },
-    "vision/intergps": {
-      "git_commit": "b36eaedfb33aee8171f3cde77e5fe7f55b3afab2",
-      "git_diff_sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
-      "fingerprint": "b99c60d10e42abe8",
-      "working_tree_changes": [
-        "?? scripts/inspect_jev_exclusions.py",
-        "?? tests/test_exclusion_inspection.py"
+    "parameters": {
+      "output": "build/vision-expanded-5000",
+      "card": "dataset_cards/tasksource-jev.md",
+      "tasks": [
+        "tqa",
+        "intergps",
+        "vsr/yesno",
+        "ai2d",
+        "figureqa",
+        "rico-widget/grid7",
+        "rico-widget/element",
+        "visual7w",
+        "clevr/yesno",
+        "mapqa/yesno",
+        "clevr/color",
+        "clevr/shape",
+        "clevr/size",
+        "clevr/material",
+        "clevr/count",
+        "tallyqa/count",
+        "nlvr2",
+        "aokvqa",
+        "scienceqa-img"
       ],
-      "python": "3.12.9",
-      "packages": {
-        "datasets": "5.0.1",
-        "huggingface_hub": "1.33.0",
-        "pyarrow": "21.0.0",
-        "numpy": "2.4.6",
-        "pandas": "2.2.3"
-      },
-      "parameters": {
-        "output": "build/vision-expanded-5000/tasks/intergps",
-        "card": "dataset_cards/tasksource-jev.md",
-        "tasks": [
-          "intergps"
-        ],
-        "vision": true,
-        "limit": null,
-        "english_only": false,
-        "reuse_incompatible_shards": false,
-        "max_rows": 5000,
-        "max_rows_eval": 100,
-        "noul_rate": 0.05,
-        "score_rate": 0.0,
-        "permutation_rate": 0.05,
-        "prompt_rate": 0.05,
-        "paired_format_rate": 0.05,
-        "pack_rate": 0.1,
-        "pack_max_tokens": 4096,
-        "pack_tokenizer": null,
-        "pack_max_items": 4,
-        "max_request_bytes": 131072,
-        "max_request_tokens": 32768,
-        "request_tokenizer": null,
-        "finalize": false,
-        "finalize_only": false,
-        "skip_migrate": false,
-        "upload": false,
-        "repo_id": "tasksource/tasksource-jev-typed-decisions",
-        "baseline_failures": null,
-        "publish_rows": 1000000,
-        "mix_rows": 1000000,
-        "eval_rows": 15000,
-        "pretty_rows": 1000,
-        "procedural_share": 0.1
-      },
-      "selected_sources": [
-        "vision/intergps"
-      ],
-      "sampling": "uniform reservoir over complete eligible source splits"
+      "vision": true,
+      "excluded_sources": [],
+      "grounding_probabilities": null,
+      "seed": 0,
+      "limit": null,
+      "english_only": false,
+      "reuse_incompatible_shards": false,
+      "max_rows": 5000,
+      "max_rows_eval": 100,
+      "noul_rate": 0.05,
+      "score_rate": 0.0,
+      "permutation_rate": 0.05,
+      "prompt_rate": 0.05,
+      "paired_format_rate": 0.05,
+      "pack_rate": 0.1,
+      "pack_max_tokens": 4096,
+      "pack_tokenizer": null,
+      "pack_max_items": 4,
+      "max_request_bytes": 131072,
+      "max_request_tokens": 32768,
+      "request_tokenizer": null,
+      "finalize": false,
+      "finalize_only": false,
+      "skip_migrate": false,
+      "upload": false,
+      "repo_id": "tasksource/tasksource-jev-typed-decisions",
+      "baseline_failures": null,
+      "publish_rows": 1000000,
+      "mix_rows": 1000000,
+      "eval_rows": 15000,
+      "pretty_rows": 1000,
+      "procedural_share": 0.1
     },
-    "vision/vsr/yesno": {
-      "git_commit": "423b86d046bf172a014dd4e9705e5c7eb322c957",
-      "git_diff_sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
-      "fingerprint": "b99c60d10e42abe8",
-      "working_tree_changes": [
-        "?? scripts/inspect_jev_exclusions.py",
-        "?? tests/test_exclusion_inspection.py"
-      ],
-      "python": "3.12.9",
-      "packages": {
-        "datasets": "5.0.1",
-        "huggingface_hub": "1.33.0",
-        "pyarrow": "21.0.0",
-        "numpy": "2.4.6",
-        "pandas": "2.2.3"
-      },
-      "parameters": {
-        "output": "build/vision-expanded-5000/tasks/vsr--yesno",
-        "card": "dataset_cards/tasksource-jev.md",
-        "tasks": [
-          "vsr/yesno"
+    "selected_sources": [
+      "vision/nlvr2",
+      "vision/aokvqa",
+      "vision/scienceqa-img",
+      "vision/ai2d",
+      "vision/figureqa",
+      "vision/visual7w",
+      "vision/clevr/yesno",
+      "vision/mapqa/yesno",
+      "vision/tqa",
+      "vision/clevr/color",
+      "vision/clevr/shape",
+      "vision/clevr/size",
+      "vision/clevr/material",
+      "vision/intergps",
+      "vision/clevr/count",
+      "vision/tallyqa/count",
+      "vision/vsr/yesno",
+      "vision/rico-widget/grid7",
+      "vision/rico-widget/element"
+    ],
+    "sampling": "full-source uniform reservoirs, shared per-family export caps, with per-task checkpoint provenance",
+    "excluded_sources": [
+      "osunlp/Multimodal-Mind2Web",
+      "tasksource/multimodal-mind2web"
+    ],
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+      "vision/superclevr/yesno",
+      "vision/superclevr/count",
+      "vision/superclevr/color",
+      "vision/superclevr/shape",
+      "vision/superclevr/size",
+      "vision/superclevr/material"
+    ],
+    "sampling": "uniform reservoir over complete eligible source splits; shared per-family export caps",
+    "family_caps": {
+      "train": 1000,
+      "evaluation": 100
     }
   },
-  "family_caps": {
-    "train": 5000,
-    "evaluation": 100
+  "new_shards": [
+    {
+      "local": "build/vision-append-release/train-addition-20261009-00000-of-00010.parquet",
+      "remote": "vision/train-addition-20261009-00000-of-00010.parquet",
+      "bytes": 234623874,
+      "sha256": "2ba246a5162d684889e4fc5b06b7aa8e7f0cff83328112c2aceed7b45a86d9b6"
+    },
+    {
+      "local": "build/vision-append-release/train-addition-20261009-00001-of-00010.parquet",
+      "remote": "vision/train-addition-20261009-00001-of-00010.parquet",
+      "bytes": 229685555,
+      "sha256": "7dc80275f0808c7093cf95cb7813789488ecb64cbe10107040e831b5d8c7608a"
+    },
+    {
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+      "remote": "vision/train-addition-20261009-00002-of-00010.parquet",
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+      "sha256": "b2cdb8068ad080d4a7ab3b2e49ec329db829814045b91ea94b33075d9df13785"
+    },
+    {
+      "local": "build/vision-append-release/train-addition-20261009-00003-of-00010.parquet",
+      "remote": "vision/train-addition-20261009-00003-of-00010.parquet",
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+      "sha256": "051498f4c2f4858da858ab1a8b4e86b41f436cb9c5e87ee0f9c99203fd633728"
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+      "local": "build/vision-append-release/train-addition-20261009-00004-of-00010.parquet",
+      "remote": "vision/train-addition-20261009-00004-of-00010.parquet",
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+      "sha256": "012694ebd8ec0823a6890ad69cc4e750b325a6c15c1a83dfdc96e067ff0d3068"
+    },
+    {
+      "local": "build/vision-append-release/train-addition-20261009-00005-of-00010.parquet",
+      "remote": "vision/train-addition-20261009-00005-of-00010.parquet",
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+      "sha256": "b0fe5af3c38badeb9c3f68926e0a7cdf308918df741b0c94215099ecd41631ad"
+    },
+    {
+      "local": "build/vision-append-release/train-addition-20261009-00006-of-00010.parquet",
+      "remote": "vision/train-addition-20261009-00006-of-00010.parquet",
+      "bytes": 235193982,
+      "sha256": "929d15bd10768a06256bf032c2d42a02e84dbc6e70a918929119b692dbb224aa"
+    },
+    {
+      "local": "build/vision-append-release/train-addition-20261009-00007-of-00010.parquet",
+      "remote": "vision/train-addition-20261009-00007-of-00010.parquet",
+      "bytes": 232700314,
+      "sha256": "5d108397a148b8271c3f116180a04583ae7deba4aebf95663ea28aa27d5edd72"
+    },
+    {
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+      "remote": "vision/train-addition-20261009-00008-of-00010.parquet",
+      "bytes": 225046382,
+      "sha256": "35e5eb41522226b4f9ee6db1b412a84f52f7bda3ccf4b3f90455d98570766571"
+    },
+    {
+      "local": "build/vision-append-release/train-addition-20261009-00009-of-00010.parquet",
+      "remote": "vision/train-addition-20261009-00009-of-00010.parquet",
+      "bytes": 235238225,
+      "sha256": "13f67ff929ed1f842eef492b01823c8254e041d11f374dfe7733efef3a5798d1"
+    },
+    {
+      "local": "build/vision-append-release/validation-addition-20261009-00000-of-00001.parquet",
+      "remote": "vision/validation-addition-20261009-00000-of-00001.parquet",
+      "bytes": 228026696,
+      "sha256": "1f62c4e60cc4db06888a462b17ce5baf63ea868fe995021e7ba365c8c97a8955"
+    },
+    {
+      "local": "build/vision-append-release/test-addition-20261009-00000-of-00001.parquet",
+      "remote": "vision/test-addition-20261009-00000-of-00001.parquet",
+      "bytes": 120162650,
+      "sha256": "a711e7fddbe929ac75b7f0c59f0f236f780f2e9c85efe6d60f6922e5b38df69f"
+    }
+  ],
+  "cross_release_exclusions": {
+    "train": {},
+    "validation": {},
+    "test": {}
   },
-  "orchestration_sha256": "595965294e1768acfa4652051e3692995d55858ea2029da164c53ee00ec95be5"
+  "new_family_cap": {
+    "train": 1000,
+    "evaluation": 100
+  }
 }

vision/check_gold.py

@@ -0,0 +1,26 @@
+import json
+from pathlib import Path
+import pyarrow.parquet as pq
+from datasets import Features,load_from_disk,disable_progress_bars
+ROOT=Path('build/vision-append-release');lookup={}
+for task,release in [('lvis/region','coco-regions-lvis'),('coco/panoptic-region','coco-regions-panoptic'),('doclaynet/region','doclaynet-region'),('bapps/preference','bapps'),('spair71k/grid7','spair71k-grid')]:
+ for path in (Path('build')/(release+'-release')).glob('*.parquet'):
+  columns=['metadata','labels']+(['choices_list'] if task=='bapps/preference' else [])
+  table=pq.read_table(path,columns=columns);feature=Features.from_arrow_schema(table.schema)['labels']
+  for row in table.to_pylist():
+   meta=json.loads(row['metadata']);gold=row['choices_list'][row['labels']] if task=='bapps/preference' else feature.int2str(row['labels'])
+   lookup[(task,meta['source_row'])]=gold
+for path in Path('build/superclevr-release').glob('*.parquet'):
+ for row in pq.read_table(path,columns=['qa']).to_pylist():
+  for qa in row['qa']:
+   answer=qa['labels'].capitalize() if qa['view']=='yesno' else qa['labels']
+   lookup[('superclevr/'+qa['view'],json.loads(qa['metadata'])['id'])]=answer
+if __name__=='__main__':
+ disable_progress_bars();data=load_from_disk('build/vision-append-release/additions/dataset');counts={}
+ for split,rows in data.items():
+  for row in rows.select_columns(['source','metadata','options','target']):
+   task=row['source'].removeprefix('vision/');meta=json.loads(row['metadata']);identity=meta['id'] if task.startswith('superclevr/') else meta['source_row']
+   expected=lookup[task,identity];actual=row['options'][max(range(len(row['target'])),key=row['target'].__getitem__)]
+   assert expected==actual,(task,identity,expected,actual)
+   counts[split]=counts.get(split,0)+1
+ (ROOT/'gold-alignment.json').write_text(json.dumps({'checked_rows':counts,'status':'All recast gold options equal native mirror labels after option permutation.'},indent=2)+'\n');print(counts,flush=True)

vision/gold-alignment.json

@@ -0,0 +1,8 @@
+{
+  "checked_rows": {
+    "train": 6000,
+    "validation": 597,
+    "test": 300
+  },
+  "status": "All recast gold options equal native mirror labels after option permutation."
+}

vision/release-audit.json

@@ -3,7 +3,7 @@
   "config": "vision",
   "splits": {
     "train": {
-      "rows": 60097,
+      "rows": 66097,
       "sources": {
         "vision/tallyqa/count": 5000,
         "vision/nlvr2": 5000,
@@ -23,7 +23,18 @@
         "vision/clevr/yesno": 833,
         "vision/visual7w": 5000,
         "vision/clevr/count": 833,
-        "vision/clevr/color": 834
+        "vision/clevr/color": 834,
+        "vision/spair71k/grid7": 1000,
+        "vision/superclevr/material": 102,
+        "vision/lvis/region": 1000,
+        "vision/doclaynet/region": 1000,
+        "vision/bapps/preference": 1000,
+        "vision/coco/panoptic-region": 1000,
+        "vision/superclevr/color": 96,
+        "vision/superclevr/yesno": 399,
+        "vision/superclevr/shape": 95,
+        "vision/superclevr/count": 220,
+        "vision/superclevr/size": 88
       },
       "families": {
         "vision/tallyqa": 5000,
@@ -38,36 +49,83 @@
         "vision/intergps": 1753,
         "vision/vsr": 3354,
         "vision/mapqa": 4999,
-        "vision/visual7w": 5000
+        "vision/visual7w": 5000,
+        "vision/spair71k": 1000,
+        "vision/superclevr": 1000,
+        "vision/lvis": 1000,
+        "vision/doclaynet": 1000,
+        "vision/bapps": 1000,
+        "vision/coco": 1000
       }
     },
     "test": {
-      "rows": 175,
+      "rows": 475,
       "sources": {
         "vision/rico-widget/grid7": 50,
         "vision/scienceqa-img": 75,
-        "vision/rico-widget/element": 50
+        "vision/rico-widget/element": 50,
+        "vision/doclaynet/region": 100,
+        "vision/superclevr/size": 15,
+        "vision/spair71k/grid7": 100,
+        "vision/superclevr/color": 10,
+        "vision/superclevr/shape": 11,
+        "vision/superclevr/yesno": 40,
+        "vision/superclevr/count": 17,
+        "vision/superclevr/material": 7
       },
       "families": {
         "vision/rico-widget": 100,
-        "vision/scienceqa-img": 75
+        "vision/scienceqa-img": 75,
+        "vision/doclaynet": 100,
+        "vision/superclevr": 100,
+        "vision/spair71k": 100
       }
     },
     "validation": {
-      "rows": 375,
+      "rows": 972,
       "sources": {
         "vision/aokvqa": 100,
         "vision/rico-widget/grid7": 50,
         "vision/rico-widget/element": 50,
         "vision/nlvr2": 100,
-        "vision/scienceqa-img": 75
+        "vision/scienceqa-img": 75,
+        "vision/bapps/preference": 100,
+        "vision/coco/panoptic-region": 100,
+        "vision/superclevr/material": 8,
+        "vision/superclevr/yesno": 45,
+        "vision/doclaynet/region": 100,
+        "vision/superclevr/shape": 8,
+        "vision/spair71k/grid7": 97,
+        "vision/lvis/region": 100,
+        "vision/superclevr/color": 8,
+        "vision/superclevr/count": 18,
+        "vision/superclevr/size": 13
       },
       "families": {
         "vision/aokvqa": 100,
         "vision/rico-widget": 100,
         "vision/nlvr2": 100,
-        "vision/scienceqa-img": 75
+        "vision/scienceqa-img": 75,
+        "vision/bapps": 100,
+        "vision/coco": 100,
+        "vision/superclevr": 100,
+        "vision/doclaynet": 100,
+        "vision/spair71k": 97,
+        "vision/lvis": 100
       }
     }
+  },
+  "incremental_update": {
+    "parent_revision": "5d3d8a557f62809d690f22c2c696b44c266d1ada",
+    "new_rows": {
+      "train": 6000,
+      "validation": 597,
+      "test": 300
+    },
+    "excluded": {
+      "train": {},
+      "validation": {},
+      "test": {}
+    }
   }
 }

vision/sources.yaml

@@ -1,13 +1,24 @@
 repo_id: tasksource/tasksource-jev-typed-decisions
-tasksource_commit: d4f939cdaa900a7b70c6d4dd9f4f77a10a6306b7
+tasksource_commit: f9962e198e653bfb73cc2ae5ea33e1511b6cb746
 datasets:
+- 0jl/SPair-71k
 - HuggingFaceM4/A-OKVQA
 - HuggingFaceM4/the_cauldron
+- RyanWW/Super-CLEVR
 - bevaya/RICO-WidgetCaptioning
 - derek-thomas/ScienceQA
+- docling-project/DocLayNet
+- docling-project/DocLayNet-v1.1
 - pingzhili/nlvr2
+- srishti-kaushik/COCO-2017
 - tasksource/ai2d
+- tasksource/bapps
+- tasksource/coco-regions
+- tasksource/doclaynet-region
+- tasksource/spair71k-grid
+- tasksource/superclevr
 - vikhyatk/figureqa
+- winvoker/lvis
 sources:
   vision/ai2d:
     rows:
@@ -216,3 +227,195 @@ sources:
       HuggingFaceM4/the_cauldron: 847a98a779b1652d65111daf20c972dfcd333605
     license: unspecified
     license_use: unspecified
+  vision/bapps/preference:
+    rows:
+      train: 1000
+      validation: 100
+    dataset: tasksource/bapps
+    revision: cb0940d9a9dc43e6a4a03bf49627ad8bd18eb418
+    revisions:
+      tasksource/bapps: cb0940d9a9dc43e6a4a03bf49627ad8bd18eb418
+    license: other
+    license_use: unspecified
+    card_licenses:
+      tasksource/bapps:
+      - other
+  vision/coco/panoptic-region:
+    rows:
+      train: 1000
+      validation: 100
+    dataset: tasksource/coco-regions
+    config: panoptic
+    revision: 0ab5c2f908e4a4db268515869bcde3913de2bc91
+    originals:
+    - srishti-kaushik/COCO-2017
+    - winvoker/lvis
+    revisions:
+      tasksource/coco-regions: 0ab5c2f908e4a4db268515869bcde3913de2bc91
+    license: cc-by-2.0, cc-by-4.0, cc-by-nc-2.0, cc-by-nc-sa-2.0, other
+    license_use: non-commercial
+    card_licenses:
+      tasksource/coco-regions: &id001
+      - other
+      - cc-by-4.0
+      - cc-by-2.0
+      - cc-by-nc-2.0
+      - cc-by-nc-sa-2.0
+      srishti-kaushik/COCO-2017: &id002
+      - cc-by-4.0
+      winvoker/lvis: &id003
+      - cc-by-4.0
+  vision/doclaynet/region:
+    rows:
+      train: 1000
+      validation: 100
+      test: 100
+    dataset: tasksource/doclaynet-region
+    revision: ad3465ea6385871b9102308865554150358d5656
+    originals:
+    - docling-project/DocLayNet
+    - docling-project/DocLayNet-v1.1
+    revisions:
+      tasksource/doclaynet-region: ad3465ea6385871b9102308865554150358d5656
+    license: cdla-permissive-1.0, other
+    license_use: commercial
+    card_licenses:
+      tasksource/doclaynet-region:
+      - cdla-permissive-1.0
+      docling-project/DocLayNet:
+      - other
+      docling-project/DocLayNet-v1.1:
+      - other
+  vision/lvis/region:
+    rows:
+      train: 1000
+      validation: 100
+    dataset: tasksource/coco-regions
+    config: lvis
+    revision: 0ab5c2f908e4a4db268515869bcde3913de2bc91
+    originals:
+    - srishti-kaushik/COCO-2017
+    - winvoker/lvis
+    revisions:
+      tasksource/coco-regions: 0ab5c2f908e4a4db268515869bcde3913de2bc91
+    license: cc-by-2.0, cc-by-4.0, cc-by-nc-2.0, cc-by-nc-sa-2.0, other
+    license_use: non-commercial
+    card_licenses:
+      tasksource/coco-regions: *id001
+      srishti-kaushik/COCO-2017: *id002
+      winvoker/lvis: *id003
+  vision/spair71k/grid7:
+    rows:
+      train: 1000
+      validation: 97
+      test: 100
+    dataset: tasksource/spair71k-grid
+    revision: bb618c093d81057971b6f6ea49833a505ceb1228
+    originals:
+    - 0jl/SPair-71k
+    revisions:
+      tasksource/spair71k-grid: bb618c093d81057971b6f6ea49833a505ceb1228
+    license: other
+    license_use: unspecified
+    card_licenses:
+      tasksource/spair71k-grid:
+      - other
+  vision/superclevr/color:
+    rows:
+      train: 96
+      validation: 8
+      test: 10
+    dataset: tasksource/superclevr
+    revision: b1dcf17611d997e227ff13fd5692d3705fbf35a1
+    originals:
+    - RyanWW/Super-CLEVR
+    revisions:
+      tasksource/superclevr: b1dcf17611d997e227ff13fd5692d3705fbf35a1
+    license: mit
+    license_use: commercial
+    card_licenses:
+      tasksource/superclevr: &id004
+      - mit
+      RyanWW/Super-CLEVR: &id005
+      - mit
+  vision/superclevr/count:
+    rows:
+      train: 220
+      validation: 18
+      test: 17
+    dataset: tasksource/superclevr
+    revision: b1dcf17611d997e227ff13fd5692d3705fbf35a1
+    originals:
+    - RyanWW/Super-CLEVR
+    revisions:
+      tasksource/superclevr: b1dcf17611d997e227ff13fd5692d3705fbf35a1
+    license: mit
+    license_use: commercial
+    card_licenses:
+      tasksource/superclevr: *id004
+      RyanWW/Super-CLEVR: *id005
+  vision/superclevr/material:
+    rows:
+      train: 102
+      validation: 8
+      test: 7
+    dataset: tasksource/superclevr
+    revision: b1dcf17611d997e227ff13fd5692d3705fbf35a1
+    originals:
+    - RyanWW/Super-CLEVR
+    revisions:
+      tasksource/superclevr: b1dcf17611d997e227ff13fd5692d3705fbf35a1
+    license: mit
+    license_use: commercial
+    card_licenses:
+      tasksource/superclevr: *id004
+      RyanWW/Super-CLEVR: *id005
+  vision/superclevr/shape:
+    rows:
+      train: 95
+      validation: 8
+      test: 11
+    dataset: tasksource/superclevr
+    revision: b1dcf17611d997e227ff13fd5692d3705fbf35a1
+    originals:
+    - RyanWW/Super-CLEVR
+    revisions:
+      tasksource/superclevr: b1dcf17611d997e227ff13fd5692d3705fbf35a1
+    license: mit
+    license_use: commercial
+    card_licenses:
+      tasksource/superclevr: *id004
+      RyanWW/Super-CLEVR: *id005
+  vision/superclevr/size:
+    rows:
+      train: 88
+      validation: 13
+      test: 15
+    dataset: tasksource/superclevr
+    revision: b1dcf17611d997e227ff13fd5692d3705fbf35a1
+    originals:
+    - RyanWW/Super-CLEVR
+    revisions:
+      tasksource/superclevr: b1dcf17611d997e227ff13fd5692d3705fbf35a1
+    license: mit
+    license_use: commercial
+    card_licenses:
+      tasksource/superclevr: *id004
+      RyanWW/Super-CLEVR: *id005
+  vision/superclevr/yesno:
+    rows:
+      train: 399
+      validation: 45
+      test: 40
+    dataset: tasksource/superclevr
+    revision: b1dcf17611d997e227ff13fd5692d3705fbf35a1
+    originals:
+    - RyanWW/Super-CLEVR
+    revisions:
+      tasksource/superclevr: b1dcf17611d997e227ff13fd5692d3705fbf35a1
+    license: mit
+    license_use: commercial
+    card_licenses:
+      tasksource/superclevr: *id004
+      RyanWW/Super-CLEVR: *id005
+parent_tasksource_commit: d4f939cdaa900a7b70c6d4dd9f4f77a10a6306b7

vision/test-addition-20261009-00000-of-00001.parquet

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