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Mini toolsHumanEval+
HumanEval+ (EvalPlus)
HumanEval with substantially expanded test cases (~80x more) to catch wrong-but-passing solutions.
Coding
Text
pass at k
Max 100.0%
Released May 2023
Saturated
Possibly contaminated
2
Results
2
Models scored
92.3%
Top: Phi 4 reasoning plus
78.5%
Median
Best results
Top primary scores; one row per model.
Frontier over time
Each dot is one model result; the line traces the running best score.
All results
Showing one canonical row per model. Show all configurations
| # | Model | Score | Conditions | Eval date | Source | Flags |
|---|---|---|---|---|---|---|
| 1 | Phi 4 reasoning plus | 92.3% | — | Jul 8, 2025 | self reported | primary |
| 2 | WizardCoder | 64.6% | — | May 27, 2025 | paper | primary |
