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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

HellaSwag

HellaSwag

Rank #43 of 51 · 52 models scored · top score 93.73

CINTEGRITY 67 / 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

6.3 headroomtop 93.7ceiling 100

Score distribution

median 69.6GPT-4 (Mar 2023) 93.71857.597

State of the art over time

18589793.720232024

Integrity breakdown

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

Discrimination30%100

Does it still separate models?

Saturation headroom30%98

How far from ceiling / clustered at the top?

Contamination resistance15%0

Public vs held-out; training-leak risk.

Harness comparability15%50

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

Freshness10%0

How old is the benchmark?

Leaderboard

#ModelScoreEvidenceMeasured
1GPT-4 (Mar 2023)93.73unverified· optimized2023-03-15
2Llama 3.1-405B85.6self-reported· optimized2024-07-23
3Falcon-180B85.33unverified· optimized2023-09-06
4DeepSeek-V385.2self-reported· optimized2024-12-24
5DeepSeek-V2 (MoE-236B, May 2024)82.8self-reported· optimized2024-05-07
6PaLM 2-L82.4self-reported· optimized2023-05-17
7Mixtral 8x7B82.27unverified· optimized2023-12-11
8Llama 2-70B80.4self-reported· optimized2023-07-18
9Falcon-40B80.37self-reported· optimized2023-03-15
10Qwen2.5-72B79.73self-reported· optimized2024-09-19
11LLaMA-65B78.93unverified· optimized2023-02-24
12Stable Beluga 278.8self-reported· optimized2023-07-20
13PaLM 2-M78.67self-reported· optimized2023-05-17
14Qwen2.5-Coder-32B77.33self-reported· optimized2024-09-18
15Falcon 2 11B77.21self-reported· optimized2024-05-09
16LLaMA-33B77.07unverified· optimized2023-02-27
17Nemotron-4 15B76.53self-reported· optimized2024-02-27
18phi-3-medium 14B76.53self-reported· optimized2024-04-23
19Gemma 7B76.27unverified· optimized2024-02-21
20PaLM 2-S76self-reported· optimized2023-05-17
21Mistral 7B v0.174.67unverified· optimized2023-10-10
22Llama 2-13B74.27unverified· optimized2023-07-18
23Qwen2.5-Coder-14B73.6self-reported· optimized2024-09-18
24LLaMA-13B72.27unverified· optimized2023-02-27
25internlm-20b70.8self-reported· optimized2023-09-18
26Falcon-7B70.8self-reported· optimized2023-04-24
27Llama 2-7B69.6unverified· optimized2023-07-18
28phi-3-small 7.4B69.33self-reported· optimized2024-04-23
29Qwen2.5-Coder (7B)69.07self-reported· optimized2024-09-18
30phi-3-mini 3.8B68.93self-reported· optimized2024-04-23
31MPT-7B68.53self-reported· optimized2023-05-05
32Yi-9B68.53unverified· optimized2024-03-01
33LLaMA-7B68.27unverified· optimized2023-02-24
34Yi 6B65.87unverified· optimized2023-11-02
35XGen-7B65.6self-reported· optimized2023-09-07
36open_llama_7b62.4self-reported· optimized2023-06-07
37INTELLECT-161.89self-reported· optimized2024-11-29
38Gemma 2B61.87unverified· optimized2024-02-21
39Qwen2.5-Coder-3B61.2self-reported· optimized2024-09-18
40Baichuan2-13B61.07self-reported· optimized2023-09-06
41Dolly 2.0-12b61.07self-reported· optimized2023-04-12
42internlm-7b60.8self-reported· optimized2023-07-05
43RedPajama-INCITE-7B-Base60.4self-reported· optimized2023-05-04
44Baichuan 2-7B57.33self-reported· optimized2023-09-20
45Qwen2.5-Coder (1.5B)49.07self-reported· optimized2024-09-18
46Cerebras-GPT-13B45.87self-reported· optimized2023-04-06
47vicuna-13b-v1.143.73self-reported· optimized2023-04-12
48chatglm2-6b42.67self-reported· optimized2023-06-24
49Phi-238.13self-reported· optimized2023-12-12
50Qwen2.5-Coder-0.5B31.2self-reported· optimized2024-09-18
51Phi-1.530.13self-reported· optimized2023-09-11
52stablelm-tuned-alpha-7b20.93self-reported· optimized2023-04-19

At a glance

Models scored
52
Top model
GPT-4 (Mar 2023)
Top score
93.73
Score spread
72.8
Headroom
6.27

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
2019-05-19
License
CC BY 4.0
Source
epoch.ai/data/eci_benchmarks.csv

Provenance

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

Follow the record

Integrity neighbors

  • BBHB · 71
  • GSM8KC · 69
  • ScienceQAC · 68
  • MMLUC · 67
  • ARC AI2C · 66
  • TriviaQAC · 63

Top models here

  • GPT-4 (Mar 2023)93.73
  • Llama 3.1-405B85.6
  • Falcon-180B85.33
  • DeepSeek-V385.2
  • DeepSeek-V2 (MoE-236B, May 2024)82.8

Head-to-head

  • GPT-4 (Mar 2023) vs Llama 3.1-405B
  • GPT-4 (Mar 2023) vs Falcon-180B
  • Llama 3.1-405B vs Falcon-180B