SyncValsverifier → artifact → classifier → verdict
SyncVals · Task

lending-club-lgd-bias-correction-r

Data Science: Robustness4/10 resolved↑ All tasks
pass@140.0%
pass@k100.0% @10
resolved4/10
dominantGOOD_FAILURE
During each run the agent saw only the starter workspace; tests/ and solution/ were withheld and restored only for grading. The reference solution/ is shown below for transparency.
Runs (10) , every recorded attempt at this task
AgentModelRewardRuntimeToolsClassification
claude-codeclaude-opus-4-8✗ failed—50GOOD_FAILUREview →
claude-codeclaude-opus-4-8✗ failed—30GOOD_FAILUREview →
claude-codeclaude-opus-4-8✗ failed—40GOOD_FAILUREview →
claude-codeclaude-opus-4-8✓ resolved—40GOOD_SUCCESSview →
claude-codeclaude-opus-4-8✓ resolved—47GOOD_SUCCESSview →
claude-codeclaude-opus-4-8✗ failed—32GOOD_FAILUREview →
claude-codeclaude-opus-4-8✗ failed—51BAD_FAILUREview →
claude-codeclaude-opus-4-8✗ failed—43BAD_FAILUREview →
claude-codeclaude-opus-4-8✓ resolved—47GOOD_SUCCESSview →
claude-codeclaude-opus-4-8✓ resolved—37GOOD_SUCCESSview →
Task files , workspace, grader & reference answer
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The task as the agent saw it and the verifier graded it. The reference solution/ is included below for transparency.