FreshContextA context lab · Fife
Drawing
02 · Benchmarks
Sheet
2 of 3
Rev
A · 2026-10-01

Suite · needle← Suites

needle

Runs recorded against this suite.

Cases
varies
Scored runs
4
Models
4
Top score
85.5%
SpecificationMethod · grading · caveat

This suite has runs in the record but no entry in the published suite documentation, so there is no stated method, grading rule or caveat to show.

Recorded runs4 runs · sorted by accuracy

Sorted by accuracy. The bar shows the 95 percent confidence interval. Where intervals overlap, the models are not distinguishable on this suite at this number of cases.

Top of the suite minicpm5-2b-exl3 85.5% 95% interval 77.7–90.8

ModelScore95% interval PassedRuntime · profileRecorded
minicpm5-2b-exl385.5%77.7–90.8Passed 94/110llama.cppextraction2026-09-17
edge0-35b62.7%53.4–71.2Passed 69/110llama.cppextraction2026-09-18
ornith-9b-kv-f1658.2%48.8–67.0Passed 64/110llama.cppextraction2026-09-12
ornith-9b-kv-q4055.5%46.1–64.4Passed 61/110llama.cppextraction2026-09-13
Run log4 logged runs of this suite
Every logged run, newest first (4)
FinishedModelRuntime · profileScoreCoverageGrader · dataset · config
edge0-35bnot recordedextraction62.7%Coverage 110/110g c38dec33aa1c86c2d 5c5199b9eee8a595c cc08042253cc6e13
minicpm5-2b-exl3not recordedextraction85.5%Coverage 110/110g c38dec33aa1c86c2d 5c5199b9eee8a595c 2b303f0a51347e71
ornith-9b-kv-q40not recordedextraction55.5%Coverage 110/110g c38dec33aa1c86c2d 5c5199b9eee8a595c 09bf0b1e19047eb2
ornith-9b-kv-f16not recordedextraction58.2%Coverage 110/110g c38dec33aa1c86c2d 5c5199b9eee8a595c 72650e0b4ba22c6c

Open in the run log →