Task gallery / Machine learning / Version 1
Task evidence / repo
rlhf-pairwise-seed-build
legacy-onlyChosen benchmark version- Reference solution (oracle)
- Pass
- No-op resistance check
- Pass
- QA verdict
- snorkel review: needs-revision x2, 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-41080ae7e090c2e0 · 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 / effort | Verifier result [95% Wilson] | Diagnostic labels / valid | HARNESS_ERROR · excluded | Outcome classes |
|---|
Legacy evidence
| Model / effort | Verifier result [95% Wilson] | Diagnostic labels / valid | HARNESS_ERROR · excluded | Outcome classes |
|---|---|---|---|---|
| Claude Opus 4.8 · default (unverified) | 7/15 · 46.7% [24.8%, 69.9%] | 0 / 15 | 0 | GOOD_FAILURE: 0 BAD_FAILURE: 0 GOOD_SUCCESS: 0 BAD_SUCCESS: 0 |
| GPT-5.5 · default (unverified) | 2/10 · 20.0% [5.7%, 51.0%] | 0 / 10 | 0 | GOOD_FAILURE: 0 BAD_FAILURE: 0 GOOD_SUCCESS: 0 BAD_SUCCESS: 0 |
Every recorded run
37 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 / model | Date / source | Reward / eligibility | Diagnostic class / source | Resources | Evidence |
|---|---|---|---|---|---|
tbench-task__kpS6mM4oracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__FgvirNsoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__oNSWkm8nop@@ | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__KKfA2ivoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__T34RGNoClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 23,832 Turns: — Cost: $1.4539 | Not publicly available |
tbench-task__BFQ7Vh9Claude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 16,859 Turns: — Cost: $1.0519 | Not publicly available |
tbench-task__5uXiMxUGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 15,238 Turns: — Cost: $2.7721 | Not publicly available |
tbench-task__AUGAKAZClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 29,453 Turns: — Cost: $1.8696 | Not publicly available |
tbench-task__JbBCZtcClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 23,413 Turns: — Cost: $1.3737 | Not publicly available |
tbench-task__Ybtg2VgGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 23,633 Turns: — Cost: $3.6223 | Not publicly available |
tbench-task__kbWf9aQClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 29,855 Turns: — Cost: $2.0502 | Not publicly available |
tbench-task__H5raWTjGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 8,414 Turns: — Cost: $1.5658 | Not publicly available |
tbench-task__hPecn8FGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 5,182 Turns: — Cost: $0.9053 | Not publicly available |
tbench-task__NxryFeaGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 20,085 Turns: — Cost: $2.6549 | Not publicly available |
tbench-task__kdvvUWWoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__z6ijeqBoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__aYBoWKonop@@ | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__MrD4Bcqoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__UtxZ8DmClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 30,260 Turns: — Cost: $1.9457 | Not publicly available |
tbench-task__GUdeRhvClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 30,354 Turns: — Cost: $1.7818 | Not publicly available |
tbench-task__cWVxoudClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 29,739 Turns: — Cost: $1.7359 | Not publicly available |
tbench-task__igQAB7MClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 36,350 Turns: — Cost: $2.1679 | Not publicly available |
tbench-task__pdPXgJaClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 23,350 Turns: — Cost: $1.4394 | Not publicly available |
tbench-task__ZuAQG2gGPT-5.5 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 17,178 Turns: — Cost: $2.5898 | Not publicly available |
tbench-task__iL4fGAvGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 21,568 Turns: — Cost: $2.5625 | Not publicly available |
tbench-task__QaBYAMKGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 9,467 Turns: — Cost: $1.2432 | Not publicly available |
tbench-task__uDscJUgGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 27,271 Turns: — Cost: $2.9073 | Not publicly available |
tbench-task__fsYysh4GPT-5.5 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 22,484 Turns: — Cost: $3.0713 | Not publicly available |
tbench-task__TZxBVyroracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__w5KYb5pnop@@ | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__BEusdoToracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__tfniwzmoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__rf2j4qPClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 26,922 Turns: — Cost: $1.5804 | Not publicly available |
tbench-task__n5BM6aTClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 24,690 Turns: — Cost: $1.5262 | Not publicly available |
tbench-task__uRxVxFbClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 32,879 Turns: — Cost: $2.1244 | Not publicly available |
tbench-task__bny2mAkClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 33,605 Turns: — Cost: $2.1016 | Not publicly available |
tbench-task__z6QbEgqClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 25,017 Turns: — Cost: $1.7123 | Not publicly available |