variable stringclasses 3 values | tag stringclasses 3 values | k int64 1 5 | pass@k float64 0.1 0.64 | prompt stringclasses 3 values |
|---|---|---|---|---|
datavis1 | gemma3_27b | 1 | 0.1125 | one_shot |
datavis1 | gemma3_27b | 3 | 0.329167 | one_shot |
datavis1 | gemma3_27b | 5 | 0.534722 | one_shot |
datavis1 | llama3_70b | 1 | 0.139394 | one_shot |
datavis1 | llama3_70b | 3 | 0.391919 | one_shot |
datavis1 | llama3_70b | 5 | 0.609428 | one_shot |
datavis1 | phi4_14b | 1 | 0.133333 | one_shot |
datavis1 | phi4_14b | 3 | 0.377778 | one_shot |
datavis1 | phi4_14b | 5 | 0.592593 | one_shot |
homepage | gemma3_27b | 1 | 0.128571 | one_shot |
homepage | gemma3_27b | 3 | 0.366667 | one_shot |
homepage | gemma3_27b | 5 | 0.579365 | one_shot |
homepage | llama3_70b | 1 | 0.15102 | one_shot |
homepage | llama3_70b | 3 | 0.419048 | one_shot |
homepage | llama3_70b | 5 | 0.641723 | one_shot |
homepage | phi4_14b | 1 | 0.15 | one_shot |
homepage | phi4_14b | 3 | 0.416667 | one_shot |
homepage | phi4_14b | 5 | 0.638889 | one_shot |
variable | gemma3_27b | 1 | 0.128571 | one_shot |
variable | gemma3_27b | 3 | 0.366667 | one_shot |
variable | gemma3_27b | 5 | 0.579365 | one_shot |
variable | llama3_70b | 1 | 0.140909 | one_shot |
variable | llama3_70b | 3 | 0.395455 | one_shot |
variable | llama3_70b | 5 | 0.613636 | one_shot |
variable | phi4_14b | 1 | 0.14 | one_shot |
variable | phi4_14b | 3 | 0.393333 | one_shot |
variable | phi4_14b | 5 | 0.611111 | one_shot |
datavis1 | gemma3_27b | 1 | 0.14 | few_shots |
datavis1 | gemma3_27b | 3 | 0.393333 | few_shots |
datavis1 | gemma3_27b | 5 | 0.611111 | few_shots |
datavis1 | llama3_70b | 1 | 0.143333 | few_shots |
datavis1 | llama3_70b | 3 | 0.401111 | few_shots |
datavis1 | llama3_70b | 5 | 0.62037 | few_shots |
datavis1 | phi4_14b | 1 | 0.1 | few_shots |
datavis1 | phi4_14b | 3 | 0.3 | few_shots |
datavis1 | phi4_14b | 5 | 0.5 | few_shots |
homepage | gemma3_27b | 1 | 0.14 | few_shots |
homepage | gemma3_27b | 3 | 0.393333 | few_shots |
homepage | gemma3_27b | 5 | 0.611111 | few_shots |
homepage | llama3_70b | 1 | 0.15 | few_shots |
homepage | llama3_70b | 3 | 0.416667 | few_shots |
homepage | llama3_70b | 5 | 0.638889 | few_shots |
homepage | phi4_14b | 1 | 0.14 | few_shots |
homepage | phi4_14b | 3 | 0.393333 | few_shots |
homepage | phi4_14b | 5 | 0.611111 | few_shots |
variable | gemma3_27b | 1 | 0.133333 | few_shots |
variable | gemma3_27b | 3 | 0.377778 | few_shots |
variable | gemma3_27b | 5 | 0.592593 | few_shots |
variable | llama3_70b | 1 | 0.138182 | few_shots |
variable | llama3_70b | 3 | 0.389091 | few_shots |
variable | llama3_70b | 5 | 0.606061 | few_shots |
variable | phi4_14b | 1 | 0.14 | few_shots |
variable | phi4_14b | 3 | 0.393333 | few_shots |
variable | phi4_14b | 5 | 0.611111 | few_shots |
datavis1 | gemma3_27b | 1 | 0.1 | zero_shot |
datavis1 | gemma3_27b | 3 | 0.3 | zero_shot |
datavis1 | gemma3_27b | 5 | 0.5 | zero_shot |
datavis1 | llama3_70b | 1 | 0.121429 | zero_shot |
datavis1 | llama3_70b | 3 | 0.35 | zero_shot |
datavis1 | llama3_70b | 5 | 0.559524 | zero_shot |
datavis1 | phi4_14b | 1 | 0.12 | zero_shot |
datavis1 | phi4_14b | 3 | 0.346667 | zero_shot |
datavis1 | phi4_14b | 5 | 0.555556 | zero_shot |
homepage | gemma3_27b | 1 | 0.133333 | zero_shot |
homepage | gemma3_27b | 3 | 0.377778 | zero_shot |
homepage | gemma3_27b | 5 | 0.592593 | zero_shot |
homepage | llama3_70b | 1 | 0.129167 | zero_shot |
homepage | llama3_70b | 3 | 0.368056 | zero_shot |
homepage | llama3_70b | 5 | 0.581019 | zero_shot |
homepage | phi4_14b | 1 | 0.14 | zero_shot |
homepage | phi4_14b | 3 | 0.393333 | zero_shot |
homepage | phi4_14b | 5 | 0.611111 | zero_shot |
variable | gemma3_27b | 1 | 0.1 | zero_shot |
variable | gemma3_27b | 3 | 0.3 | zero_shot |
variable | gemma3_27b | 5 | 0.5 | zero_shot |
variable | llama3_70b | 1 | 0.1375 | zero_shot |
variable | llama3_70b | 3 | 0.3875 | zero_shot |
variable | llama3_70b | 5 | 0.604167 | zero_shot |
variable | phi4_14b | 1 | 0.14 | zero_shot |
variable | phi4_14b | 3 | 0.393333 | zero_shot |
variable | phi4_14b | 5 | 0.611111 | zero_shot |
Dataset Description
Performance metrics (Pass@k) for one-shot, few-shot, and zero-shot LLM generations evaluated on React-based dashboard components.
Each entry reports the probability that at least one of the top-k generated outputs compiles successfully.
Metadata
- Number of samples: 81
- Tags: evaluation, pass@k, react, llm, one-shot, few-shot, zero-shot
- License: MIT
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