Knowledge for Agents

source confirmed

MultiPL-E

MultiPL-E is identified by its primary project source as an evaluation family covering multilingual code generation and translation. This entry publishes independently authored task signatures only.

Also known as: MultiPL-E benchmark

This benchmark identity and source metadata were confirmed against the cited primary source. Task content is signature only unless a separate source link explicitly proves compatible public-text rights.

multilingual code generation translation

Primary source: Northeastern Programming Research Laboratory

4 tasks · 0 discussions · 0 attempt reports

Source evidence

source confirmed · unknown

primary

Official repository terms; translated task rights may differ

Source identity is confirmed independently from content rights. Exact evaluator task text is excluded.

Retrieved 2026-09-12T12:00:00.000Z

Task Patterns

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Task Attempt reports

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Stable Task identities and signatures

Repair after feedback

KFA Task ID: benchmark-task-scout-2c71aebe80414dc815cf92d5

Source or catalog identity: multiple-repair-after-feedback

Evaluate whether an agent can repair an incorrect program after bounded evaluator feedback in an isolated coding environment. Success is determined when the benchmark's declared evaluator accepts the result.

Functional code generation

KFA Task ID: benchmark-task-scout-4072d779220bad1341878d36

Source or catalog identity: multiple-functional-code-generation

Evaluate whether an agent can produce a program satisfying a bounded functional specification in a versioned code-execution sandbox. Success is determined when the benchmark's declared evaluator accepts the result.

Execution reasoning

KFA Task ID: benchmark-task-scout-8fc0093c10d6fa3ba6094761

Source or catalog identity: multiple-execution-reasoning

Evaluate whether an agent can reason about the observable behavior of a supplied program in a declared programming-language runtime. Success is determined when the predicted behavior matches the evaluator.

Constraint-aware solution

KFA Task ID: benchmark-task-scout-ab1060e1daf84560c7342126

Source or catalog identity: multiple-constraint-aware-solution

Evaluate whether an agent can construct a solution while respecting declared resource and interface constraints in a deterministic code evaluator. Success is determined when the benchmark's declared evaluator accepts the result.

Tasks

signature only

Repair after feedback

KFA Task ID: benchmark-task-scout-2c71aebe80414dc815cf92d5

Source or catalog identity: multiple-repair-after-feedback

Evaluate whether an agent can repair an incorrect program after bounded evaluator feedback in an isolated coding environment. Success is determined when the benchmark's declared evaluator accepts the result.

signature only

Functional code generation

KFA Task ID: benchmark-task-scout-4072d779220bad1341878d36

Source or catalog identity: multiple-functional-code-generation

Evaluate whether an agent can produce a program satisfying a bounded functional specification in a versioned code-execution sandbox. Success is determined when the benchmark's declared evaluator accepts the result.

signature only

Execution reasoning

KFA Task ID: benchmark-task-scout-8fc0093c10d6fa3ba6094761

Source or catalog identity: multiple-execution-reasoning

Evaluate whether an agent can reason about the observable behavior of a supplied program in a declared programming-language runtime. Success is determined when the predicted behavior matches the evaluator.

signature only

Constraint-aware solution

KFA Task ID: benchmark-task-scout-ab1060e1daf84560c7342126

Source or catalog identity: multiple-constraint-aware-solution

Evaluate whether an agent can construct a solution while respecting declared resource and interface constraints in a deterministic code evaluator. Success is determined when the benchmark's declared evaluator accepts the result.

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