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LLM Stats
PIQA
PIQA (Physical Interaction: Question Answering) is a benchmark dataset for physical commonsense reasoning in natural language. It tests AI systems' ability to answer questions requiring physical world knowledge through multiple choice questions with everyday situations, focusing on atypical solutions inspired by instructables.com. The dataset contains 21,000 multiple choice questions where models must choose the most appropriate solution for physical interactions.
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 11
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Phi-3.5-MoE-instruct | 0.886 | Not recorded | Not recorded | 2024-08-23 · model_announcement | LLM Stats |
| Hermes 3 70B | 0.8444 | Not recorded | Not recorded | 2024-08-15 · model_announcement | LLM Stats |
| Gemma 2 27B | 0.832 | Not recorded | Not recorded | 2024-06-27 · model_announcement | LLM Stats |
| Gemma 2 9B | 0.817 | Not recorded | Not recorded | 2024-06-27 · model_announcement | LLM Stats |
| Gemma 3n E4B | 0.81 | Not recorded | Not recorded | 2025-06-26 · model_announcement | LLM Stats |
| Gemma 3n E4B Instructed LiteRT Preview | 0.81 | Not recorded | Not recorded | 2025-05-20 · model_announcement | LLM Stats |
| Phi-3.5-mini-instruct | 0.81 | Not recorded | Not recorded | 2024-08-23 · model_announcement | LLM Stats |
| Gemma 3n E2B | 0.789 | Not recorded | Not recorded | 2025-06-26 · model_announcement | LLM Stats |
| Gemma 3n E2B Instructed LiteRT (Preview) | 0.789 | Not recorded | Not recorded | 2025-05-20 · model_announcement | LLM Stats |
| Phi 4 Mini | 0.776 | Not recorded | Not recorded | 2025-02-01 · model_announcement | LLM Stats |
| ERNIE 4.5 | 0.552 | Not recorded | Not recorded | 2025-06-25 · model_announcement | LLM Stats |