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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

LAMBADA

LAMBADA

Rank #51 of 51 · 20 models scored · top score 79.8

DINTEGRITY 54 / 100

unknown

Strongest on saturation headroom, 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

20.2 headroomtop 79.8ceiling 100

Score distribution

median 73.3Falcon-180B 79.8536781

State of the art over time

53678179.820232023

Integrity breakdown

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

Discrimination30%64

Does it still separate models?

Saturation headroom30%92

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
1Falcon-180B79.8unverified· optimized2023-09-06
2Llama 2-70B78.9self-reported· optimized2023-07-18
3LLaMA-65B77.7self-reported· optimized2023-02-24
4Falcon-40B77.3unverified· optimized2023-03-15
5LLaMA-33B77.2self-reported· optimized2023-02-27
6Llama 2-13B76.5self-reported· optimized2023-07-18
7LLaMA-13B75.2self-reported· optimized2023-02-27
8Falcon-7B74.9unverified· optimized2023-04-24
9Baichuan2-13B74self-reported· optimized2023-09-06
10LLaMA-7B73.3self-reported· optimized2023-02-24
11Llama 2-7B73.3self-reported· optimized2023-07-18
12Baichuan 2-7B73.3self-reported· optimized2023-09-20
13internlm-20b71.8self-reported· optimized2023-09-18
14Stable Beluga 271.3self-reported· optimized2023-07-20
15Qwen-14B71.1self-reported· optimized2023-09-24
16MPT-7B70self-reported· optimized2023-05-05
17Qwen-7B67.9self-reported· optimized2023-09-28
18internlm-7b67self-reported· optimized2023-07-05
19Qwen-1_8B58.4self-reported· optimized2023-11-30
20chatglm2-6b54.3self-reported· optimized2023-06-24

At a glance

Models scored
20
Top model
Falcon-180B
Top score
79.8
Score spread
25.5
Headroom
20.2

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
2016-06-20
License
CC BY 4.0
Source
epoch.ai/data/eci_benchmarks.csv

Provenance

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

Follow the record

Integrity neighbors

  • WinograndeC · 62
  • OpenBookQAC · 61
  • ANLIC · 59

Top models here

  • Falcon-180B79.8
  • Llama 2-70B78.9
  • LLaMA-65B77.7
  • Falcon-40B77.3
  • LLaMA-33B77.2

Head-to-head

  • Falcon-180B vs Llama 2-70B
  • Falcon-180B vs LLaMA-65B
  • Llama 2-70B vs LLaMA-65B