Task gallery / Machine learning / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
snorkel review: accept x1
Aggregate eligibility
Eligible version

The task

An instruction excerpt is not available in the public snapshot.

Excerpt only; not a complete executable task specification. Task ID review-478e23e8fb354efa · version 1. Selection status: not fully recorded.

Results by model and effort

This exact task version only. Every rate is passes / valid runs with a Wilson 95% interval; n≤2 remains counts only. Macro aggregation does not apply within a single task. Baselines are summarized in the quality gates, not ranked. A passed no-op resistance check means that doing nothing did not solve the task.

Current evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes

Legacy evidence

Model / effortVerifier result [95% Wilson]Diagnostic labels / validHARNESS_ERROR · excludedOutcome classes
Claude Opus 4.8 · default (unverified)0/5 · 0.0% [0.0%, 43.4%]0 / 50
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0
GPT-5.5 · default (unverified)5/5 · 100.0% [56.6%, 100.0%]0 / 50
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0

Every recorded run

14 recorded trials, including controls. Diagnostic labels do not replace verifier reward. Labels and quality checks are source declarations, not independently attested here. Internal evidence remains private; a missing public URL is shown explicitly. Records with invalid or absent rewards are not scored.

Run / modelDate / sourceReward / eligibilityDiagnostic class / sourceResourcesEvidence
tbench-task__jLCd5CX
nop@@
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__hrDfJ8Y
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__vttjjp4
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__AdRCMXJ
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__yGhGi7p
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 13,751
Turns: —
Cost: $0.7957
Not publicly available
tbench-task__JNwFG4W
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 14,464
Turns: —
Cost: $0.8332
Not publicly available
tbench-task__6BqRhv6
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 16,964
Turns: —
Cost: $0.9978
Not publicly available
tbench-task__Y8u4uku
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 20,433
Turns: —
Cost: $1.2059
Not publicly available
tbench-task__2FrsAjT
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 15,472
Turns: —
Cost: $0.8816
Not publicly available
tbench-task__o2rkPiA
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 8,262
Turns: —
Cost: $0.8593
Not publicly available
tbench-task__GXTjVJm
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 12,115
Turns: —
Cost: $1.3276
Not publicly available
tbench-task__QGZJLbJ
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 8,628
Turns: —
Cost: $1.1179
Not publicly available
tbench-task__uJJLg3h
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 8,570
Turns: —
Cost: $0.9544
Not publicly available
tbench-task__56xGk89
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 9,444
Turns: —
Cost: $0.9736
Not publicly available