Benchmark

PIQA

Measures: Physical commonsense: for an everyday goal, choose the more sensible of two solutions.

Maintainer
Bisk et al. (AI2 and University of Washington)
Introduced
2019
Status
Unmaintained
Saturation
Near-ceiling
Typical provenance
Self-reported
In scoring set
No

Paper

Every result we hold, whoever ran it. Only independent and third-party rows count towards a score.

Leaderboard
ModelAccuracyProvenanceSourceEvaluated
StableLM-Alpha 7B65.8%Self-reportedXGen-7B Technical Report via Epoch AI—
OPT-1.3B69.0%Self-reportedTextbooks Are All You Need II: phi-1.5 technical report via Epoch AI—
ChatGLM2-6B69.6%Self-reportedQwen Technical Report via Epoch AI—
GPT-2 XL (1.5B)70.5%Self-reportedTextbooks Are All You Need II: phi-1.5 technical report via Epoch AI—
Mistral 7B v0.173.4%Self-reportedPhi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone via Epoch AI—
Dolly 2.0 (3B, 7B, 12B)75.4%Self-reportedXGen-7B Technical Report via Epoch AI—
OPT-13B75.7%Self-reportedXGen-7B Technical Report via Epoch AI—
Baichuan-7B (base)76.2%Self-reportedQwen Technical Report via Epoch AI—
Falcon-7B Instruct76.7%Self-reportedQwen Technical Report via Epoch AI—
Falcon-7B Instruct76.7%Third partyLlama 2: Open Foundation and Fine-Tuned Chat Models via Epoch AI—
Gemma 2B77.3%Self-reportedGemma: Open Models Based on Gemini Research and Technology via Epoch AI—
Llama 2 7B77.9%Third partyMixtral of Experts via Epoch AI—
Llama 2 7B78.1%Self-reportedTextbooks Are All You Need II: phi-1.5 technical report via Epoch AI—
Llama 2 7B78.8%Third partyGemma: Open Models Based on Gemini Research and Technology via Epoch AI—
Llama 2 7B78.8%Self-reportedQwen Technical Report via Epoch AI—
Llama 2 7B78.8%Self-reportedLlama 2: Open Foundation and Fine-Tuned Chat Models via Epoch AI—
Llama 2 7B78.8%Third partyThe Falcon Series of Open Language Models via Epoch AI—
MPT-7B (Instruct, Chat, StoryWriter)78.9%Self-reportedTextbooks Are All You Need II: phi-1.5 technical report via Epoch AI—
MPT-7B (Instruct, Chat, StoryWriter)79.1%Self-reportedXGen-7B Technical Report via Epoch AI—
Falcon-7B Instruct79.4%Self-reportedTextbooks Are All You Need II: phi-1.5 technical report via Epoch AI—
Falcon-7B Instruct79.4%Self-reportedXGen-7B Technical Report via Epoch AI—
Llama 2 13B79.8%Self-reportedNemotron-4 15B Technical Report via Epoch AI—
Falcon-7B Instruct80.3%Self-reportedThe Falcon Series of Open Language Models via Epoch AI—
text-davinci-001 (InstructGPT)80.4%Third partyGLaM: Efficient Scaling of Language Models with Mixture-of-Experts via Epoch AI—
Llama 2 13B80.5%Third partyGemma: Open Models Based on Gemini Research and Technology via Epoch AI—
Llama 2 13B80.5%Self-reportedQwen Technical Report via Epoch AI—
Llama 2 13B80.5%Self-reportedLlama 2: Open Foundation and Fine-Tuned Chat Models via Epoch AI—
Llama 2 13B80.5%Third partyThe Falcon Series of Open Language Models via Epoch AI—
text-davinci-001 (InstructGPT)80.5%Third partyGLaM: Efficient Scaling of Language Models with Mixture-of-Experts via Epoch AI—
text-davinci-001 (InstructGPT)80.5%Third partyUsing DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model via Epoch AI—
MPT-7B (Instruct, Chat, StoryWriter)80.6%Self-reportedQwen Technical Report via Epoch AI—
MPT-7B (Instruct, Chat, StoryWriter)80.6%Third partyLlama 2: Open Foundation and Fine-Tuned Chat Models via Epoch AI—
Llama 2 13B80.8%Third partyMixtral of Experts via Epoch AI—
Phi-3.5-mini81.0%Self-reportedPhi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone via Epoch AI—
text-davinci-001 (InstructGPT)81.0%Third partyUsing DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model via Epoch AI—
text-davinci-001 (InstructGPT)81.0%Third partyLLaMA: Open and Efficient Foundation Language Models via Epoch AI—
text-davinci-001 (InstructGPT)81.0%Third partyThe Falcon Series of Open Language Models via Epoch AI—
Gemma 7B81.2%Self-reportedGemma: Open Models Based on Gemini Research and Technology via Epoch AI—
Gemma 7B81.2%Self-reportedNemotron-4 15B Technical Report via Epoch AI—
Llama 3.1 8B81.2%Self-reportedPhi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone via Epoch AI—
MPT-30B (Instruct, Chat)81.9%Third partyLlama 2: Open Foundation and Fine-Tuned Chat Models via Epoch AI—
Mistral 7B v0.182.2%Third partyMixtral of Experts via Epoch AI—
Mistral 7B v0.282.2%Third partyGemma: Open Models Based on Gemini Research and Technology via Epoch AI—
text-davinci-001 (InstructGPT)82.3%Third partyGLaM: Efficient Scaling of Language Models with Mixture-of-Experts via Epoch AI—
text-davinci-001 (InstructGPT)82.3%Third partyUsing DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model via Epoch AI—
Falcon-40B Instruct82.4%Third partyLlama 2: Open Foundation and Fine-Tuned Chat Models via Epoch AI—
Falcon-40B Instruct83.0%Self-reportedThe Falcon Series of Open Language Models via Epoch AI—
Mistral 7B v0.183.0%Self-reportedNemotron-4 15B Technical Report via Epoch AI—
Stable Beluga 2 (Llama 2 70B fine-tune)83.3%Self-reportedQwen Technical Report via Epoch AI—
Gemma 2 9B83.7%Self-reportedPhi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone via Epoch AI—
DeepSeek-V283.9%Self-reportedDeepSeek-V3 Technical Report via Epoch AI—
Inflection-184.2%Third partyThe Falcon Series of Open Language Models via Epoch AI—
Falcon-180B Chat84.9%Self-reportedThe Falcon Series of Open Language Models via Epoch AI—
Llama 3.1 405B85.9%Self-reportedDeepSeek-V3 Technical Report via Epoch AI—
Gemini 1.5 Flash87.5%Self-reportedPhi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone via Epoch AI—
Phi-3.5-MoE88.6%Self-reportedPhi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone via Epoch AI—
GPT-4o mini88.7%Self-reportedPhi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone via Epoch AI—
  • Epoch AI, 'Capabilities & benchmarking', epoch.ai/benchmarks, CC BY 4.0.

Sources