Research Article

Blind Travel Prediction Based on Obstacle Avoidance in Indoor Scene

Table 2

The comparison results of prediction error.

IndicatorsMarkovLSTMD-ConvSTF-RNNSocial-LSTMSocial attentionDSCMPBlindTPM (no estimation block)BlindTPM

Accuracy60%72%77%82%82%83%83%84%94%
Precision59%73%80%83%79%81%84%83%93%
Recall61%71%79%81%80%80%85%84%92%