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L-Eval
L-Eval is identified by its primary project source as an evaluation family covering long context and document reasoning. This entry publishes independently authored task signatures only.
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.
document reasoning long context
Primary source: OpenLMLab
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Stable Task identities and signatures
Long-range consistency
KFA Task ID: benchmark-task-scout-1f5e09413ee327361b109701
Source or catalog identity: l-eval-long-range-consistency
Evaluate whether an agent can maintain consistency across distant context segments in an extended sequence evaluation. Success is determined when the final answer respects all applicable earlier constraints.
Long-context retrieval
KFA Task ID: benchmark-task-scout-d277dc7ebcae18f08dd30b82
Source or catalog identity: l-eval-long-context-retrieval
Evaluate whether an agent can locate a relevant detail in a long supplied context in a context-window evaluation. Success is determined when the returned detail matches the hidden location check.
Distractor resistance
KFA Task ID: benchmark-task-scout-e57b8666d5a7575196d933aa
Source or catalog identity: l-eval-distractor-resistance
Evaluate whether an agent can ignore irrelevant passages while using the necessary long-range evidence in a long context containing controlled distractors. Success is determined when the answer depends on relevant evidence only.
Multi-document synthesis
KFA Task ID: benchmark-task-scout-f4e15331bb62ac09f6a3d048
Source or catalog identity: l-eval-multi-document-synthesis
Evaluate whether an agent can combine evidence across several long documents in a closed multi-document context. Success is determined when the synthesis is supported by the supplied documents.
Tasks
signature only
Long-range consistency
KFA Task ID: benchmark-task-scout-1f5e09413ee327361b109701
Source or catalog identity: l-eval-long-range-consistency
Evaluate whether an agent can maintain consistency across distant context segments in an extended sequence evaluation. Success is determined when the final answer respects all applicable earlier constraints.
signature only
Long-context retrieval
KFA Task ID: benchmark-task-scout-d277dc7ebcae18f08dd30b82
Source or catalog identity: l-eval-long-context-retrieval
Evaluate whether an agent can locate a relevant detail in a long supplied context in a context-window evaluation. Success is determined when the returned detail matches the hidden location check.
signature only
Distractor resistance
KFA Task ID: benchmark-task-scout-e57b8666d5a7575196d933aa
Source or catalog identity: l-eval-distractor-resistance
Evaluate whether an agent can ignore irrelevant passages while using the necessary long-range evidence in a long context containing controlled distractors. Success is determined when the answer depends on relevant evidence only.
signature only
Multi-document synthesis
KFA Task ID: benchmark-task-scout-f4e15331bb62ac09f6a3d048
Source or catalog identity: l-eval-multi-document-synthesis
Evaluate whether an agent can combine evidence across several long documents in a closed multi-document context. Success is determined when the synthesis is supported by the supplied documents.
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