Task gallery / Machine learning / Version 1
Task evidence / repo
tidal-equity-capability-assessment
legacy-onlyChosen benchmark version- 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-5d5675ab0bfd64f3 · 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) | 5/10 · 50.0% [23.7%, 76.3%] | 0 / 10 | 0 | GOOD_FAILURE: 0 BAD_FAILURE: 0 GOOD_SUCCESS: 0 BAD_SUCCESS: 0 |
| GPT-5.5 · default (unverified) | 0/10 · 0.0% [0.0%, 27.8%] | 0 / 10 | 0 | 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 / model | Date / source | Reward / eligibility | Diagnostic class / source | Resources | Evidence |
|---|---|---|---|---|---|
tbench-task__ezChN6Vnop@@ | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__86bu7d9oracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__nQme6GJoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__7Cb5TRhoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__57nkUozClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 18,677 Turns: — Cost: $1.4614 | Not publicly available |
tbench-task__oaPy9DwClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 21,927 Turns: — Cost: $1.7521 | Not publicly available |
tbench-task__Eg9XtfVClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 23,457 Turns: — Cost: $1.8326 | Not publicly available |
tbench-task__wrppLYLClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 16,745 Turns: — Cost: $1.3536 | Not publicly available |
tbench-task__mgNuyAmClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 17,624 Turns: — Cost: $1.2231 | Not publicly available |
tbench-task__bWpYmHwGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 11,944 Turns: — Cost: $2.0080 | Not publicly available |
tbench-task__uXZJqrrGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 13,253 Turns: — Cost: $2.3272 | Not publicly available |
tbench-task__bbU6DzJGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 18,067 Turns: — Cost: $2.9387 | Not publicly available |
tbench-task__k55m9PPGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 11,519 Turns: — Cost: $1.9208 | Not publicly available |
tbench-task__ExqST9VGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 11,628 Turns: — Cost: $1.5506 | Not publicly available |
tbench-task__QEeugfAnop@@ | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__cz7Mt5Moracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__UHiUShroracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__fm7qaacoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__X4wNfwaClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 24,097 Turns: — Cost: $1.9171 | Not publicly available |
tbench-task__sPBzq8vClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 20,292 Turns: — Cost: $1.6401 | Not publicly available |
tbench-task__5QcuWtUClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 16,956 Turns: — Cost: $1.1355 | Not publicly available |
tbench-task__Mn7EjtdClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 14,768 Turns: — Cost: $0.9770 | Not publicly available |
tbench-task__JMpCyF8Claude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 16,977 Turns: — Cost: $1.2926 | Not publicly available |
tbench-task__cVpfn7RGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 11,899 Turns: — Cost: $2.4695 | Not publicly available |
tbench-task__GH44EwkGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 12,701 Turns: — Cost: $1.9734 | Not publicly available |
tbench-task__dnX8ShRGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 8,612 Turns: — Cost: $1.4406 | Not publicly available |
tbench-task__Ne2tRQyGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 14,084 Turns: — Cost: $3.1135 | Not publicly available |
tbench-task__574cWnCGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 8,877 Turns: — Cost: $1.2150 | Not publicly available |