Explore traceable calculations of installment finance revenue, costs, and per-loan contribution to help models understand consumer finance unit economics.

Help retrieval-augmented generation systems answer individual medical expense insurance coverage questions accurately using policy evidence.

This dataset presents the structure of tableware placement under different conditions in image form. It is used to enhance the intelligence level of dining management and automated placement systems.

This image dataset aids in improving the accuracy and efficiency of recognizing dish types.

Train assistants to understand hot pot restaurant requests with chat intents spanning reservations, ordering, dining service, and checkout.

The Hotel Front Desk Visitor Reception Image Dataset focuses on enhancing intelligent visitor flow analysis and service efficiency at the front desk.

Train models to verify food nutrition claims against evidence from product catalog records.

Turn luxury hotel room and suite descriptions into structured attributes for accommodation catalog extraction and model training.

Match extended-stay guests' facility and space requirements to hotel rooms and suites for more useful lodging search and recommendations.

Match food preparation and serving questions to relevant expert guidance for training and evaluating food-domain retrieval systems.

The commercial kitchen hygiene violation detection image dataset is designed to enhance hygiene compliance inspections.

Evaluate whether a system can find the right service, identify the right merchant, and support its answer with evidence from multi-merchant catalogs.

Train specialty food retail models with complete trajectories from interpreting food requests to querying catalogs and responding with product information.

The Restaurant Onsite Call and Reminder Chinese Speech Recognition Audio Dataset focuses on enhancing the intelligent interactive experience in the retail e-commerce industry.

The image dataset for detecting boundary violations on subway platforms aids in enhancing rail transit safety monitoring capabilities.

Train models to recognize the intent behind guest messages with contextual examples from multi-turn hotel service conversations.

Banking business work summary text dataset to support financial industry text analysis and intelligent decision-making.

Evaluate whether models can find the right premium fashion products using multi-constraint queries and explainable relevance judgments.

Retrieve business hotel catalog details with verifiable source evidence, from room configurations to rates and cancellation terms.

Focused on visual detection of shelf goods out-of-stock to enhance retail management efficiency.