Skills Assessment
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Benchmarks
Multimodal PISA
Most implemented
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment
Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset
SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge
Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning
Piano Skills Assessment
Temporally Guided Articulated Hand Pose Tracking in Surgical Videos
Papers
Evaluation of Image Matching for Art Skills Assessment
While some individuals possess a natural talent for drawing, mastering this skill requires dedicated training and practice. Determining one's skill in the art of drawing requires proper comprehensive assessment. In this …
Skills AssessmentImage MatchingExpOS: Explainable Open-Surgery Skills Assessment Using 3D Hand Reconstruction
Timely and transparent feedback is essential for effective surgical training, yet current assessment remains dependent on expert observation, limiting scalability and opportunities for autonomous practice. We present Exp…
Skills AssessmentAssessing the Effectiveness of LLMs in Delivering Cognitive Behavioral Therapy
As mental health issues continue to rise globally, there is an increasing demand for accessible and scalable therapeutic solutions. Many individuals currently seek support from Large Language Models (LLMs), even though t…
Natural Language InferenceSkills AssessmentAutomated Procedural Analysis via Video-Language Models for AI-assisted Nursing Skills Assessment
Consistent high-quality nursing care is essential for patient safety, yet current nursing education depends on subjective, time-intensive instructor feedback in training future nurses, which limits scalability and effici…
Action RecognitionSkills AssessmentAI-driven Automation of End-to-end Assessment of Suturing Expertise
We present an AI based approach to automate the End-to-end Assessment of Suturing Expertise (EASE), a suturing skills assessment tool that comprehensively defines criteria around relevant sub-skills.1 While EASE provides…
Skills AssessmentMemory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning
Memory is crucial for enabling agents to tackle complex tasks with temporal and spatial dependencies. While many reinforcement learning (RL) algorithms incorporate memory, the field lacks a universal benchmark to assess …
Reinforcement Learning (RL)Skills Assessment