Instruction Following

IFEval Leaderboard

Instruction Following Evaluation

Why This Matters

Reliability in following instructions - crucial for automation and production systems

Good Scores

70%+ is reliable, 80%+ is very dependable, 85%+ is production-ready

Use Cases

  • •Automated workflows
  • •Code generation
  • •Document formatting
  • •API integrations

About IFEval

IFEval tests a model's ability to follow specific instructions precisely, including formatting requirements, length constraints, and structural specifications. Critical for real-world application reliability.

Last updated: 3/7/2026

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Complete Leaderboard

Top 50 models ranked by IFEval performance

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

Score

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

Score

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#4

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#5

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#6

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#7

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#8

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#9

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#10

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#11

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#12

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#13

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#14

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#15

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#16

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#17

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#18

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#19

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#20

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#21

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#22

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#23

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#24

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#25

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#26

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#27

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#28

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#29

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#30

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#31

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#32

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#33

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#34

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#35

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#36

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#37

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#38

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#39

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#40

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#41

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#42

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#43

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#44

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#45

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#46

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#47

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#48

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#49

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

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#50

Llama-3.3-70B-Instruct

meta-llama• llama

89.98

Score