Table 6 Advantages and disadvantages of the proposed method.

From: Anomaly detection in cropland monitoring using multiple view vision transformer

Aspect

Details

Advantages

Can handle intrinsic correlation in multi-views effectively

Unique attention mechanism for better feature focusing

Novel loss function improves accuracy

Disadvantages

High computational requirements

Sub-optimal performance in complex and rare anomaly scenarios due to limited training data