Task gallery / Scientific computing / Version 1
Task evidence / repo
vellumark-michaelis-menten-atlas
contested/defectiveOutside aggregate scope- Reference solution (oracle)
- Pass
- No-op resistance check
- Pass
- QA verdict
- snorkel review: accept x2, needs-revision x1
- Aggregate eligibility
- Excluded / other version
Quality exclusion
- Known task defect recorded
These per-version observations remain visible, but this version does not contribute to aggregate pass rates.
The task
An instruction excerpt is not available in the public snapshot.
Excerpt only; not a complete executable task specification. Task ID review-bd5655e671f3e54d · 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) | 4/10 · 40.0% [16.8%, 68.7%] | 0 / 10 | 0 | GOOD_FAILURE: 0 BAD_FAILURE: 0 GOOD_SUCCESS: 0 BAD_SUCCESS: 0 |
| GPT-5.5 · default (unverified) | 3/10 · 30.0% [10.8%, 60.3%] | 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__uwoV4Ysoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__zCmC2dxoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__aXA8Foqnop@@ | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__x2yfsTCoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__hPLdYCXClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 19,725 Turns: — Cost: $1.3394 | Not publicly available |
tbench-task__yFQ7W7zClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 10,353 Turns: — Cost: $0.6696 | Not publicly available |
tbench-task__ixKu8TXGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 10,879 Turns: — Cost: $1.3921 | Not publicly available |
tbench-task__tr4Y7MgClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 13,799 Turns: — Cost: $0.9461 | Not publicly available |
tbench-task__YujqSHoClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 11,976 Turns: — Cost: $0.8427 | Not publicly available |
tbench-task__FAZGGWZGPT-5.5 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 8,157 Turns: — Cost: $1.0495 | Not publicly available |
tbench-task__AVeZgY9GPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 9,268 Turns: — Cost: $1.3906 | Not publicly available |
tbench-task__tRtVpJtClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 15,006 Turns: — Cost: $1.0135 | Not publicly available |
tbench-task__PxPLbinGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 9,346 Turns: — Cost: $1.3295 | Not publicly available |
tbench-task__VYd8AoFGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 8,345 Turns: — Cost: $1.0166 | Not publicly available |
tbench-task__d9WkLGAnop@@ | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__pCrufAmoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__DeN2AVuoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__PrjGcGXoracle@@ | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: — Turns: — Cost: — | Not publicly available |
tbench-task__GD3fyUWClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 15,046 Turns: — Cost: $0.8971 | Not publicly available |
tbench-task__kLJp2FxClaude Opus 4.8 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 14,663 Turns: — Cost: $0.9705 | Not publicly available |
tbench-task__q5QU728Claude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 13,430 Turns: — Cost: $0.8491 | Not publicly available |
tbench-task__AJvNa4AClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 16,948 Turns: — Cost: $1.2022 | Not publicly available |
tbench-task__CkkSFvjClaude Opus 4.8 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 15,504 Turns: — Cost: $1.0767 | Not publicly available |
tbench-task__evuifW7GPT-5.5 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 11,753 Turns: — Cost: $1.8122 | Not publicly available |
tbench-task__ac73zxSGPT-5.5 · default (unverified) | Not recorded repo | 1 · valid | No diagnostic label derived | Tokens: 11,996 Turns: — Cost: $2.3098 | Not publicly available |
tbench-task__FZHT7KiGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 15,399 Turns: — Cost: $2.7594 | Not publicly available |
tbench-task__tSYd84CGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 8,209 Turns: — Cost: $1.4672 | Not publicly available |
tbench-task__4rFqAeSGPT-5.5 · default (unverified) | Not recorded repo | 0 · valid | No diagnostic label derived | Tokens: 9,526 Turns: — Cost: $1.7522 | Not publicly available |