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Daily Living
Task Demonstration
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.
40.0
40.0
40.0
Task Domains
Task Domains
Task Domains
Including cooking, home improvement, crafts, technical assembly, personal care, and everyday problem-solving.
5
5
5
Instructional Modalities
Instructional Modalities
Instructional Modalities
Spanning modalities such as silent demonstrations, narrated walkthroughs, and POV instructions.
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
Beauty & Makeup
Quality Score
75
Persistent Text
No
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
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
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
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
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
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
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
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
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
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
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
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
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
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