Category-wise metrics

Each category lists all query methods, along with their Average Score, Context Precision, Context Recall, and Response Relevancy.


Consolidated Evaluation Metrics Table (Excluding Generative)

Category

Method

Avg Score

Precision

Recall

Relevancy

Mobile Related > Call Drop

semantic

0.949

1.00

1.00

0.846

hybrid

0.949

1.00

1.00

0.846

keyword

0.943

1.00

1.00

0.830

vector

0.911

1.00

1.00

0.732

reranking

0.944

1.00

1.00

0.833

filtered

0.949

1.00

1.00

0.846

Mobile Related > Improper Network Coverage

semantic

0.934

0.96

1.00

0.842

hybrid

0.930

0.96

1.00

0.829

keyword

0.943

1.00

1.00

0.829

vector

0.847

0.84

0.986

0.716

reranking

0.943

1.00

1.00

0.829

filtered

0.937

1.00

1.00

0.812

Mobile Related > Data Speed lower than commited

semantic

0.956

1.00

1.00

0.868

hybrid

0.956

1.00

1.00

0.868

keyword

0.943

0.96

1.00

0.868

vector

0.877

0.92

0.985

0.726

reranking

0.939

1.00

1.00

0.817

filtered

0.933

1.00

1.00

0.800

Mobile Related > Mobile Number Portability (MNP)

semantic

0.941

1.00

1.00

0.822

hybrid

0.938

1.00

1.00

0.814

keyword

0.936

1.00

1.00

0.808

vector

0.907

1.00

1.00

0.722

reranking

0.753

0.80

0.80

0.659

filtered

0.929

1.00

1.00

0.786

Mobile Related > UCC related complaints

semantic

0.921

0.96

1.00

0.804

hybrid

0.921

0.96

1.00

0.804

keyword

0.922

0.96

1.00

0.806

vector

0.885

0.96

0.96

0.736

reranking

0.747

0.80

0.80

0.641

filtered

0.926

1.00

1.00

0.779

Mobile Related > Activation/Deactivation of VAS

semantic

0.751

0.80

0.80

0.653

hybrid

0.751

0.80

0.80

0.653

keyword

0.751

0.80

0.80

0.653

vector

0.903

0.96

1.00

0.750

reranking

0.939

1.00

1.00

0.816

filtered

0.923

1.00

1.00

0.770

Mobile Related > Activation/Deactivation/Fault of SIM

semantic

0.945

1.00

1.00

0.834

hybrid

0.754

0.80

0.80

0.663

keyword

0.944

1.00

1.00

0.832

vector

0.912

1.00

1.00

0.737

reranking

0.944

1.00

1.00

0.831

filtered

0.925

1.00

1.00

0.775