TaskVAE-GMM: Result Visualization from Different Experiments in Class-Incremental Learning

Experiment 1: Comparison of Results with Replay-Based Methods

1. Box Plot of Accuracy for All Classes by Tasks and Bar Charts of Average Metrics by Tasks:

HHAR UCI HAR MotionSense RealWorld PAMAP2

2. Summary Tables of Accuracy and Computation Time by Participants:

Participant 0 Participant 1 Participant 2
Experiment 2: Impact of Sample Size in VAE-Generated Data

1. Box Plot of Accuracy for All Classes by Tasks and Bar Charts of Average Metrics by Tasks:

HHAR UCI HAR MotionSense RealWorld PAMAP2

2. Summary Tables of Accuracy by Participants:

Summary Tables of Accuracy of All Participants
Experiment 3: Comparison of Results with Generative Replay Methods

1. Box Plot of Accuracy for All Classes by Tasks and Bar Charts of Average Metrics by Tasks:

HHAR UCI HAR MotionSense RealWorld PAMAP2

2. Summary Tables of Accuracy and Computation Time by Participants:

Participant 0 Participant 1 Participant 2