Update README.md

README.md

@@ -1,3 +1,75 @@
 ---
 license: other
+language: 
+- en
+pretty_name: ProcessBench
+task_categories: 
+- visual-question-answering
+tags:
+- robotics
+- vision-language-models
+- embodied-ai
+- benchmark
+- process-understanding
+- manipulation
+size_categories:
+- 10K<n<100K
+configs:
+- config_name: default
+  data_files:
+  - split: eval
+    path: data/processbench_eval.parquet
+  - split: train
+    path: data/processdata_sft.parquet
 ---
+
+# ProcessBench
+
+## Dataset Summary
+ProcessBench is a process-aware VLM benchmark for robotic manipulation. It contains 57,892 QA items, including 48,841 SFT items and 9,051 evaluation items, across 12 task families.
+
+## What is included
+- Frozen evaluation QA items
+- SFT QA items or manifests
+- Split metadata
+- Task distribution statistics
+- Human audit summary
+- ProcessEval-7B bootstrap CI
+- Rendered task cards
+- Reconstruction metadata
+
+## What is not included
+We do not redistribute full upstream raw videos or full frame dumps. Full visual reconstruction requires users to obtain the upstream datasets under their original licenses.
+
+## Data Sources
+GM-100, RH20T, REASSEMBLE, and AIST-Bimanual.
+
+## Task Families
+T1--T12 with short descriptions.
+
+## Data Fields
+Explain item_id, source, task_id, input_type, question, choices, answer, visual_ref, source_episode_ref, builder_version.
+
+## Splits
+Strict episode / recording / scene isolation. Report 48,841 SFT and 9,051 eval.
+
+## Metrics
+Accuracy, random baseline, majority baseline, bootstrap CI.
+
+## Human Audit
+50 sampled items per task, two annotators.
+
+## Intended Use
+Diagnostic evaluation of VLM-side process understanding and process-aware VLM adaptation.
+
+## Out-of-Scope Use
+Not a closed-loop robot safety benchmark, not a deployment certificate, not a generic VLM leaderboard.
+
+## Licenses and Terms
+Code MIT; derived data subject to upstream terms.
+
+## Croissant Metadata
+This release includes Croissant metadata with core and Responsible AI fields.
+
+## Citation
+Anonymous during review.