Task gallery / Machine learning / Version 1
Reference solution (oracle)
Pass
No-op resistance check
Pass
QA verdict
snorkel review: needs-revision x1, 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-6ece93d97eee5d96 · 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
GPT-5.5 · default (unverified)2/10 · 20.0% [5.7%, 51.0%]0 / 100
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0
Claude Opus 4.8 · default (unverified)0/10 · 0.0% [0.0%, 27.8%]0 / 100
GOOD_FAILURE: 0
BAD_FAILURE: 0
GOOD_SUCCESS: 0
BAD_SUCCESS: 0

Every recorded run

28 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__3Yh77rL
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__Cxxbi34
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__gz8EZEg
nop@@
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__eLgcUTM
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__mfAo8fc
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 18,614
Turns: —
Cost: $2.1966
Not publicly available
tbench-task__ZuDBQcN
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 18,660
Turns: —
Cost: $1.5277
Not publicly available
tbench-task__zXX2TLC
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 31,607
Turns: —
Cost: $2.3292
Not publicly available
tbench-task__SCFCeBi
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 17,879
Turns: —
Cost: $2.4191
Not publicly available
tbench-task__89WQoAS
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 13,201
Turns: —
Cost: $2.0988
Not publicly available
tbench-task__Umgd9eM
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 28,821
Turns: —
Cost: $2.1334
Not publicly available
tbench-task__L2n6Fhp
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 40,582
Turns: —
Cost: $3.0214
Not publicly available
tbench-task__EPWqMNE
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 27,764
Turns: —
Cost: $2.1691
Not publicly available
tbench-task__XVuojQu
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 16,057
Turns: —
Cost: $2.2540
Not publicly available
tbench-task__iWA7yQd
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 14,994
Turns: —
Cost: $2.1274
Not publicly available
tbench-task__YGYYosf
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__LfdLtWv
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__i7UiuiA
oracle@@
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__SB9WFze
nop@@
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: —
Turns: —
Cost: —
Not publicly available
tbench-task__v7YTxKA
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 22,129
Turns: —
Cost: $3.4591
Not publicly available
tbench-task__M9eu5Hg
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 12,012
Turns: —
Cost: $1.7278
Not publicly available
tbench-task__MJLZFNd
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 17,143
Turns: —
Cost: $2.3222
Not publicly available
tbench-task__MCm8nAj
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 35,672
Turns: —
Cost: $2.9449
Not publicly available
tbench-task__PhStsDe
GPT-5.5 · default (unverified)
Not recorded
repo
1 · validNo diagnostic label
derived
Tokens: 19,558
Turns: —
Cost: $2.6266
Not publicly available
tbench-task__8CQCvpd
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 34,622
Turns: —
Cost: $2.5976
Not publicly available
tbench-task__kdwAyYx
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 33,379
Turns: —
Cost: $2.3718
Not publicly available
tbench-task__4A8qwbG
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 31,350
Turns: —
Cost: $2.1255
Not publicly available
tbench-task__h2uVZQZ
Claude Opus 4.8 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 37,595
Turns: —
Cost: $2.8495
Not publicly available
tbench-task__zwNxMUM
GPT-5.5 · default (unverified)
Not recorded
repo
0 · validNo diagnostic label
derived
Tokens: 16,614
Turns: —
Cost: $2.1729
Not publicly available