Isuru Nanayakkara

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)

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Thilina Halloluwa (1)

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Aug 17, 2026

Isuru Nanayakkara +1Aug 17, 2026

Automating Learner Assessment: Benchmarking Machine Learning and Deep Learning Models for EEG-Based Familiarity Prediction

Trial-independent validation reveals that EEG-based familiarity prediction models may overestimate performance, with the best achieving only 0.6038 F1-score.

Isuru Nanayakkara, Thilina Halloluwa

Eval Frameworks & Benchmarks Multimodal Models

Isuru Nanayakkara

Research focus

Frequent co-authors

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Isuru Nanayakkara

Research focus

Frequent co-authors

Papers (1)