SyncValsverifier → artifact → classifier → verdict
SyncVals · Task

qat-int2-cifar

Post Training9/15 resolved↑ All tasks
pass@160.0%
pass@k100.0% @15
resolved9/15
dominantGOOD_SUCCESS
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 (15) , every recorded attempt at this task
AgentModelRewardRuntimeToolsClassification
claude-codeclaude-sonnet-4-6✗ failed—25GOOD_FAILUREview →
claude-codeclaude-opus-4-8✓ resolved—270GOOD_SUCCESSview →
claude-codeclaude-opus-4-8✓ resolved—272GOOD_SUCCESSview →
claude-codeclaude-opus-4-8✓ resolved—271GOOD_SUCCESSview →
claude-codeclaude-sonnet-4-6✗ failed—49GOOD_FAILUREview →
claude-codeclaude-opus-4-8✓ resolved—273GOOD_SUCCESSview →
claude-codeclaude-opus-4-8✓ resolved—275GOOD_SUCCESSview →
claude-codeclaude-opus-4-8✓ resolved—238GOOD_SUCCESSview →
claude-codeclaude-sonnet-4-6✗ failed—300GOOD_FAILUREview →
claude-codeclaude-sonnet-4-6✗ failed—34GOOD_FAILUREview →
claude-codeclaude-sonnet-4-6✗ failed—27GOOD_FAILUREview →
claude-codeclaude-opus-4-8✓ resolved—210BAD_SUCCESSview →
claude-codeclaude-opus-4-8✗ failed—270GOOD_FAILUREview →
claude-codeclaude-opus-4-8✓ resolved—219GOOD_SUCCESSview →
claude-codeclaude-opus-4-8✓ resolved—73GOOD_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.