Available Tests

 

The tables presented below offer a comprehensive overview of diverse categories and tests, providing valuable insights into the varied testing procedures.

Accuracy Tests

Test Name Supported Tasks
Min F1 Score ner , text-classification
Min Macro-F1 Score ner, text-classification
Min Micro-F1 Score ner, text-classification
Min Precision Score ner, text-classification
Min Recall Score ner, text-classification
Min Weighted-F1 Score ner, text-classification
Min Exact Match Score question-answering , summarization
Min BLEU Score question-answering , summarization
Min Rouge1 Score question-answering , summarization
Min Rouge2 Score question-answering , summarization
Min RougeL Score question-answering , summarization
Min RougeLsum Score question-answering , summarization
LLM Eval question-answering

Bias Tests

Test Name Supported Tasks
Replace To Asian First Names ner, text-classification, question-answering , summarization
Replace To Asian Last Names ner, text-classification, question-answering , summarization
Replace To Black First Names ner, text-classification, question-answering , summarization
Replace To Black Last Names ner, text-classification, question-answering , summarization
Replace To Buddhist Names ner, text-classification, question-answering , summarization
Replace To Christian Names ner, text-classification, question-answering , summarization
Replace To Female Pronouns ner, text-classification, question-answering , summarization
Replace To High Income Country ner, text-classification, question-answering , summarization
Replace To Hindu Names ner, text-classification, question-answering , summarization
Replace To Hispanic First Names ner, text-classification, question-answering , summarization
Replace To Hispanic Last Names ner, text-classification, question-answering , summarization
Replace To Interracial Last Names ner, text-classification, question-answering , summarization
Replace To Jain Names ner, text-classification, question-answering , summarization
Replace To Lower Middle Income Country ner, text-classification, question-answering , summarization
Replace To Low Income Country ner, text-classification, question-answering , summarization
Replace To Male Pronouns ner, text-classification, question-answering , summarization
Replace To Muslim Names ner, text-classification, question-answering , summarization
Replace To Native American Last Names ner, text-classification, question-answering , summarization
Replace To Neutral Pronouns ner, text-classification, question-answering , summarization
Replace To Parsi Names ner, text-classification, question-answering , summarization
Replace To Sikh Names ner, text-classification, question-answering , summarization
Replace To Upper Middle Income Country ner, text-classification, question-answering , summarization
Replace To White First Names ner, text-classification, question-answering , summarization
Replace To White Last Names ner, text-classification, question-answering , summarization

Fairness Tests

Test Name Supported Tasks
Max Gender F1 Score ner, text-classification
Min Gender F1 Score ner, text-classification
Min Gender Rouge1 Score question-answering , summarization
Min Gender Rouge2 Score question-answering , summarization
Min Gender RougeL Score question-answering , summarization
Min Gender RougeLSum Score question-answering , summarization
Min Gender LLM Eval question-answering
Max Gender Rouge1 Score question-answering , summarization
Max Gender Rouge2 Score question-answering , summarization
Max Gender RougeL Score question-answering , summarization
Max Gender RougeLSum Score question-answering , summarization
Max Gender LLM Eval question-answering

Representation Tests

Test Name Supported Tasks
Min Country Economic Representation Count ner, text-classification, question-answering , summarization
Min Country Economic Representation Proportion ner, text-classification, question-answering , summarization
Min Ethnicity Representation Count ner, text-classification, question-answering , summarization
Min Ethnicity Representation Proportion ner, text-classification, question-answering , summarization
Min Gender Representation Count ner, text-classification, question-answering , summarization
Min Gender Representation Proportion ner, text-classification, question-answering , summarization
Min Label Representation Count ner, text-classification
Min Label Representation Proportion ner, text-classification
Min Religion Name Representation Count ner, text-classification, question-answering , summarization
Min Religion Name Representation Proportion ner, text-classification, question-answering , summarization

Robustness Tests

Test Name Supported Tasks
Add Context ner, text-classification, question-answering , summarization , translation
Add Contraction ner, text-classification, question-answering , summarization , translation
Add Punctuation ner, text-classification, question-answering , summarization , translation
Add Typo ner, text-classification, question-answering , summarization , translation
American to British ner, text-classification, question-answering , summarization , translation
British to American ner, text-classification, question-answering , summarization , translation
Lowercase ner, text-classification, question-answering , summarization , translation
Strip Punctuation ner, text-classification, question-answering , summarization , translation
Swap Entities ner
Titlecase ner, text-classification, question-answering , summarization , translation
Uppercase ner, text-classification, question-answering , summarization , translation
Number to Word ner, text-classification, question-answering , summarization , translation
Add OCR Typo ner, text-classification, question-answering , summarization . translation
Dyslexia Word Swap ner, text-classification, question-answering , summarization , translation
Add Slangs ner, text-classification, question-answering , summarization , translation
Add Speech to Text Typo ner, text-classification, question-answering , summarization , translation
Add Abbreviations ner, text-classification, question-answering , summarization
Multiple Perturbations text-classification, question-answering , summarization , translation
Adjective Synonym Swap ner, text-classification, question-answering , summarization , translation
Adjective Antonym Swap ner, text-classification, question-answering , summarization , translation
Strip All Punctution ner, text-classification, question-answering , summarization , translation
Randomize Age ner, text-classification, question-answering , summarization , translation

Toxicity Tests

Test Name Supported Tasks
general_toxicity text-generation
identity_attack text-generation
insult text-generation
homosexual_gay_or_lesbian text-generation
threat text-generation
obscene text-generation

Sensitivity Tests

Test Name Supported Tasks
Add Negation question-answering
Add Toxic Words question-answering

Sycophancy Tests

Test Name Supported Tasks
Sycophancy Math question-answering
Sycophancy NLP question-answering

Stereotype Tests

Test Name Supported Tasks
wino Bias fill-mask , question-answering
CrowS Pairs fill-mask

StereoSet Tests

Test Name Supported Tasks
intersentence question-answering
intrasentence question-answering

Ideology Tests

Test Name Supported Tasks
Political Compass question-answering
Test Name Supported Tasks
legal-support question-answering

Clinical Tests

Test Name Supported Tasks
demographic-bias text-generation

Security Tests

Test Name Supported Tasks
prompt_injection_attack text-generation

Disinformation Tests

Test Name Supported Tasks
Narrative Wedging text-generation

Factuality Tests

Test Name Supported Tasks
Order Bias question-answering

Grammar Tests

Test Name Supported Tasks
Paraphrase text-classification, question-answering
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