Esther585/hoi-planner-critic-data

HOI Planner and Critic training data

Private research dataset for the HOI Planner and Critic experiments. UTF-8 JSONL files have one JSON object per line. Code and training scripts: esther585/hoi-planner-critic.

Planner

• hoi_v1/train.jsonl: 3,852 training instructions.
• hoi_v1/complex.jsonl: 768 added complex-action prompts, included in training data.
• hoi_v1/planner.jsonl: 3,852 GPT teacher plans with generation_prompt and interaction_graph.
• hoi_v1/planner_sft.jsonl: 3,852 ready-to-train SFT rows with system/user/assistant messages. Use this for Planner training; it requires no images.
• hoi_v1/test.jsonl and hoi_v1/labels.jsonl: 192 held-out evaluation prompts and annotations, split evenly between simple and complex tasks. Do not train on these.

Critic

• critic/train.jsonl, critic/val.jsonl, critic/test.jsonl: 3,376 / 164 / 139 image-conditioned SFT rows. Train on train and validate on val.
• critic/train_unique.jsonl: 2,779-row unbalanced alternative to the decision-balanced main train split.
• critic/system.txt: exact system prompt used for the included Critic LoRA.
• critic/images/: all 3,082 unique generated PNGs referenced by the JSONL rows. Each images path is relative to the critic/ directory.
• critic/missing_images.tar: redundant backup for one PNG that a previous ModelScope upload did not expose as a standalone file. This Hugging Face copy also includes the standalone PNG.

The Critic rows contain messages, images, and metadata. The assistant response selects accept, edit, or regenerate and gives errors, a repair route, and semantic/visual scores. The balanced train split contains 1,688 accept, 844 edit, and 844 regenerate examples. These rows were derived from 3,104 image-generation trajectories and filtered by trajectory quality.

The Critic adapter was trained on the Critic training split. To use the JSONLs with ms-swift, resolve relative image paths to absolute paths after download; the linked code repository provides code/paths.py and code/train_critic.sh for this. No public redistribution license is granted.