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Daily Living
Task Demonstration
Task Demonstration
Task Demonstration
Real-world demonstrations showing tasks performed step by step, designed to support learning from visual and multimodal instruction.
Real-world demonstrations showing tasks performed step by step, designed to support learning from visual and multimodal instruction.
252K+
252K+
252K+
Clips
Clips
Clips
A large-scale collection of real-world demonstrations covering step-by-step tasks, procedures, and guided actions.
5+
5+
5+
Instructional Modalities
Instructional Modalities
Instructional Modalities
Spanning modalities such as silent demonstrations, narrated walkthroughs, and POV instructions.
40+
40+
40+
Task Domains
Task Domains
Task Domains
Including cooking, home improvement, crafts, technical assembly, personal care, and everyday problem-solving.
4+
4+
4+
Skill Levels Represented
Skill Levels Represented
Skill Levels Represented
From basic, single-step tasks to advanced, multi-step procedures requiring sequencing and precision.
Metadata
Style
Real Life
Primary Category
Food & Drink
Quality Score
70
Persistent Text
No
Samples
Samples
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
480p preview
Content Overview
Dataset Coverage
This dataset includes instructional video content focused on demonstrating tasks and procedures as they are performed in real-world settings. Coverage includes both narrated and non-narrated demonstrations and captures variation in pacing, presentation style, and procedural complexity.
Top Instructional Modalities
Instructor-Led Demonstration
Instructor-Led Demonstration
Mixed Modalities
Narrated Walkthrough
Top Skill Levels
Intermediate
Advanced
Beginner
Multi-Step/Expert
Content Overview
Dataset Coverage
This dataset includes instructional video content focused on demonstrating tasks and procedures as they are performed in real-world settings. Coverage includes both narrated and non-narrated demonstrations and captures variation in pacing, presentation style, and procedural complexity.
Top Instructional Modalities
Instructor-Led Demonstration
Instructor-Led Demonstration
Mixed Modalities
Narrated Walkthrough
Top Skill Levels
Intermediate
Advanced
Beginner
Multi-Step/Expert
Content Overview
Dataset Coverage
This dataset includes instructional video content focused on demonstrating tasks and procedures as they are performed in real-world settings. Coverage includes both narrated and non-narrated demonstrations and captures variation in pacing, presentation style, and procedural complexity.
Top Instructional Modalities
Instructor-Led Demonstration
Instructor-Led Demonstration
Mixed Modalities
Narrated Walkthrough
Top Skill Levels
Intermediate
Advanced
Beginner
Multi-Step/Expert
Content Overview
Dataset Coverage
This dataset includes instructional video content focused on demonstrating tasks and procedures as they are performed in real-world settings. Coverage includes both narrated and non-narrated demonstrations and captures variation in pacing, presentation style, and procedural complexity.
Top Instructional Modalities
Instructor-Led Demonstration
Instructor-Led Demonstration
Mixed Modalities
Narrated Walkthrough
Top Skill Levels
Intermediate
Advanced
Beginner
Multi-Step/Expert
Content Overview
Dataset Coverage
This dataset includes instructional video content focused on demonstrating tasks and procedures as they are performed in real-world settings. Coverage includes both narrated and non-narrated demonstrations and captures variation in pacing, presentation style, and procedural complexity.
Top Instructional Modalities
Instructor-Led Demonstration
Instructor-Led Demonstration
Mixed Modalities
Narrated Walkthrough
Top Skill Levels
Intermediate
Advanced
Beginner
Multi-Step/Expert
Content Overview
Dataset Coverage
This dataset includes instructional video content focused on demonstrating tasks and procedures as they are performed in real-world settings. Coverage includes both narrated and non-narrated demonstrations and captures variation in pacing, presentation style, and procedural complexity.
Top Instructional Modalities
Instructor-Led Demonstration
Instructor-Led Demonstration
Mixed Modalities
Narrated Walkthrough
Top Skill Levels
Intermediate
Advanced
Beginner
Multi-Step/Expert
Content Overview
Dataset Coverage
This dataset includes instructional video content focused on demonstrating tasks and procedures as they are performed in real-world settings. Coverage includes both narrated and non-narrated demonstrations and captures variation in pacing, presentation style, and procedural complexity.
Top Instructional Modalities
Instructor-Led Demonstration
Instructor-Led Demonstration
Mixed Modalities
Narrated Walkthrough
Top Skill Levels
Intermediate
Advanced
Beginner
Multi-Step/Expert
Content Overview
Dataset Coverage
This dataset includes instructional video content focused on demonstrating tasks and procedures as they are performed in real-world settings. Coverage includes both narrated and non-narrated demonstrations and captures variation in pacing, presentation style, and procedural complexity.
Top Instructional Modalities
Instructor-Led Demonstration
Instructor-Led Demonstration
Mixed Modalities
Narrated Walkthrough
Top Skill Levels
Intermediate
Advanced
Beginner
Multi-Step/Expert
Content Overview
Dataset Coverage
This dataset includes instructional video content focused on demonstrating tasks and procedures as they are performed in real-world settings. Coverage includes both narrated and non-narrated demonstrations and captures variation in pacing, presentation style, and procedural complexity.
Top Instructional Modalities
Instructor-Led Demonstration
Instructor-Led Demonstration
Mixed Modalities
Narrated Walkthrough
Top Skill Levels
Intermediate
Advanced
Beginner
Multi-Step/Expert
Content Overview
Dataset Coverage
This dataset includes instructional video content focused on demonstrating tasks and procedures as they are performed in real-world settings. Coverage includes both narrated and non-narrated demonstrations and captures variation in pacing, presentation style, and procedural complexity.
Top Instructional Modalities
Instructor-Led Demonstration
Instructor-Led Demonstration
Mixed Modalities
Narrated Walkthrough
Top Skill Levels
Intermediate
Advanced
Beginner
Multi-Step/Expert
Content Overview
Dataset Coverage
This dataset includes instructional video content focused on demonstrating tasks and procedures as they are performed in real-world settings. Coverage includes both narrated and non-narrated demonstrations and captures variation in pacing, presentation style, and procedural complexity.
Top Instructional Modalities
Instructor-Led Demonstration
Instructor-Led Demonstration
Mixed Modalities
Narrated Walkthrough
Top Skill Levels
Intermediate
Advanced
Beginner
Multi-Step/Expert
Content Overview
Dataset Coverage
This dataset includes instructional video content focused on demonstrating tasks and procedures as they are performed in real-world settings. Coverage includes both narrated and non-narrated demonstrations and captures variation in pacing, presentation style, and procedural complexity.
Top Instructional Modalities
Instructor-Led Demonstration
Instructor-Led Demonstration
Mixed Modalities
Narrated Walkthrough
Top Skill Levels
Intermediate
Advanced
Beginner
Multi-Step/Expert
Content Overview
Dataset Coverage
This dataset includes instructional video content focused on demonstrating tasks and procedures as they are performed in real-world settings. Coverage includes both narrated and non-narrated demonstrations and captures variation in pacing, presentation style, and procedural complexity.
Top Instructional Modalities
Instructor-Led Demonstration
POV Instruction
Mixed Modalities
Narrated Walkthrough
Top Skill Levels
Intermediate
Advanced
Beginner
Multi-Step/Expert