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tensor.news grades benchmarks and tags model claims by evidence status. Every fact carries a source record and provenance. Scores are framed as task performance under a disclosed harness, never as deployed capability.

← Integrity Index

PIQA

PIQA

Rank #47 of 51 · 44 models scored · top score 79.1

CINTEGRITY 62 / 100

unknown

Strongest on discrimination, weakest on contamination resistance. Caveat: scores come from mixed harnesses, so a head-to-head is not apples-to-apples.

mixed harness, not directly comparablepublic test set

Headroom to ceiling

20.9 headroomtop 79.1ceiling 100

Score distribution

median 61.6PowerMoE-3b 79.1295581

State of the art over time

29558077.420232024

Integrity breakdown

Weighted composite. Each signal is computed from the source-backed leaderboard below.

Discrimination30%100

Does it still separate models?

Saturation headroom30%96

How far from ceiling / clustered at the top?

Contamination resistance15%0

Public vs held-out; training-leak risk.

Harness comparability15%20

Apples-to-apples, or mixed / vendor-optimized?

Freshness10%0

How old is the benchmark?

Leaderboard

#ModelScoreEvidenceMeasured
1PowerMoE-3b79.1unverified—
2GPT-4o mini77.4self-reported· optimized2024-07-18
3Gemini 1.5 Flash (Sep 2024)75self-reported· optimized2024-05-10
4Llama 3.1-405B71.8self-reported· optimized2024-07-23
5Falcon-180B69.8unverified· optimized2023-09-06
6DeepSeek-V369.4self-reported· optimized2024-12-24
7DeepSeek-V2 (MoE-236B, May 2024)67.8self-reported· optimized2024-05-07
8Gemma 2 9B67.4self-reported· optimized2024-06-24
9Mixtral 8x7B67.2unverified· optimized2023-12-11
10Mistral NeMo67self-reported· optimized2024-07-18
11Stable Beluga 266.6self-reported· optimized2023-07-20
12Mistral 7B v0.166self-reported· optimized2023-10-10
13Falcon-40B66unverified· optimized2023-03-15
14LLaMA-65B65.6self-reported· optimized2023-02-24
15Llama 2-70B65.6self-reported· optimized2023-07-18
16Qwen2.5-72B65.2self-reported· optimized2024-09-19
17Nemotron-4 15B64.8self-reported· optimized2024-02-27
18LLaMA-33B64.6self-reported· optimized2023-02-27
19Llama 2-34B63.8unverified· optimized2023-07-18
20MPT-30B63.8unverified· optimized2023-06-22
21Gemma 7B62.4unverified· optimized2024-02-21
22Llama 3.1-8B62.4self-reported· optimized2024-07-23
23Llama 2-13B61.6unverified· optimized2023-07-18
24MPT-7B61.2self-reported· optimized2023-05-05
25internlm-20b60.6self-reported· optimized2023-09-18
26Falcon-7B60.6self-reported· optimized2023-04-24
27LLaMA-13B60.2self-reported· optimized2023-02-27
28Qwen-14B59.8self-reported· optimized2023-09-24
29LLaMA-7B59.6self-reported· optimized2023-02-24
30Llama 2-7B57.6unverified· optimized2023-07-18
31Baichuan2-13B56.2self-reported· optimized2023-09-06
32Qwen-7B55.8self-reported· optimized2023-09-28
33internlm-7b55.8self-reported· optimized2023-07-05
34vicuna-13b-v1.154.8self-reported· optimized2023-04-12
35Gemma 2B54.6unverified· optimized2024-02-21
36RedPajama-INCITE-7B-Base53.8self-reported· optimized2023-05-04
37Baichuan1-7B52.4self-reported· optimized2023-06-01
38open_llama_7b52self-reported· optimized2023-06-07
39XGen-7B51self-reported· optimized2023-09-07
40Dolly 2.0-12b50.8self-reported· optimized2023-04-12
41Cerebras-GPT-13B47self-reported· optimized2023-04-06
42Qwen-1_8B46.6self-reported· optimized2023-11-30
43chatglm2-6b39.2self-reported· optimized2023-06-24
44stablelm-tuned-alpha-7b31.6self-reported· optimized2023-04-19

At a glance

Models scored
44
Top model
PowerMoE-3b
Top score
79.1
Score spread
47.5
Headroom
20.9

Benchmark context

Task type
unknown
Metric
normalized performance in Epoch CSV, rendered as accuracy (%)
Score ceiling
100
Human baseline
unknown
Test-set privacy
unknown
Construction
unknown
Key assumptions
unknown
Limitations
unknown
Contamination history
unknown
Harness notes
Epoch CSV reports model, model version, performance, optimized flag, score source, benchmark release date, and model date.
Authors
unknown
Released
2019-11-26
License
CC BY 4.0
Source
epoch.ai/data/eci_benchmarks.csv

Provenance

43 source records · scores from epoch_benchmarks. Every fact on this page is evidence-linked.

Follow the record

Integrity neighbors

  • MMLUC · 67
  • ARC AI2C · 66
  • TriviaQAC · 63
  • WinograndeC · 62
  • OpenBookQAC · 61
  • ANLIC · 59

Top models here

  • PowerMoE-3b79.1
  • GPT-4o mini77.4
  • Gemini 1.5 Flash (Sep 2024)75
  • Llama 3.1-405B71.8
  • Falcon-180B69.8

Head-to-head

  • PowerMoE-3b vs GPT-4o mini
  • PowerMoE-3b vs Gemini 1.5 Flash (Sep 2024)
  • GPT-4o mini vs Gemini 1.5 Flash (Sep 2024)