Table 13 Comparison analysis.

From: TOPSIS driven complex picture fuzzy approach for speech matching and sports training feature recognition

Methodology

Handles complex uncertainty

Incorporates cyclic behavior

Precision in decision-making

Computational efficiency

Incorporation of IMs (SM/DM)

Scalability

Practical applicability

MARCOS

Medium

Low

Medium

High

Not integrated

Medium

Medium

WASPAS

Medium

Low

High

Medium

Not integrated

Medium

High

VIKOR

Medium

Low

High

Medium

Not integrated

Medium

High

TODIM

Low

Low

Medium

Medium

Not integrated

Low

Medium

CoCoSo

Medium

Low

Medium

Medium

Not integrated

Medium

Medium

DEMATEL

Low

Low

Low

Low

Not integrated

Medium

Medium

CPF-IM-TOPSIS

High

High

High

High

Fully integrated

High

High