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LLM Stats
MBPP+
MBPP+ is an enhanced version of MBPP (Mostly Basic Python Problems) with significantly more test cases (35x) for more rigorous evaluation. MBPP is a benchmark of 974 crowd-sourced Python programming problems designed to be solvable by entry-level programmers, covering programming fundamentals and standard library functionality.
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- Not recorded
- Collected
- 2026-08-17
- Modality
- text
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 4
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| MiMo-V2.5-Pro | 0.741 | Not recorded | Not recorded | 2026-04-27 · model_announcement | LLM Stats |
| Qwen2.5 32B Instruct | 0.672 | Not recorded | Not recorded | 2024-09-19 · model_announcement | LLM Stats |
| Qwen2.5 14B Instruct | 0.632 | Not recorded | Not recorded | 2024-09-19 · model_announcement | LLM Stats |
| ERNIE 4.5 | 0.402 | Not recorded | Not recorded | 2025-06-25 · model_announcement | LLM Stats |