3.1 KiB
3.1 KiB
MusicTrivia
Overview
MusicTrivia is a curated multiple-choice benchmark for evaluating AI models on music knowledge. It covers both classical and modern music topics including composers, musical periods, instruments, and popular artists.
Task Description
- Task Type: Multiple-Choice Question Answering
- Input: Music-related trivia question with multiple choice options
- Output: Selected correct answer
- Domains: Classical music, modern music, music history
Key Features
- Comprehensive coverage of music domains
- Questions about composers, periods, and artists
- Tests factual recall and domain knowledge
- Curated for quality and accuracy
- Balanced difficulty across topics
Evaluation Notes
- Default configuration uses 0-shot evaluation
- Primary metric: Accuracy
- Evaluates on test split
- Uses standard single-answer multiple-choice template
Properties
| Property | Value |
|---|---|
| Benchmark Name | music_trivia |
| Dataset ID | extraordinarylab/music-trivia |
| Paper | N/A |
| Tags | Knowledge, MCQ |
| Metrics | acc |
| Default Shots | 0-shot |
| Evaluation Split | test |
Data Statistics
| Metric | Value |
|---|---|
| Total Samples | 512 |
| Prompt Length (Mean) | 412.5 chars |
| Prompt Length (Min/Max) | 256 / 1005 chars |
Sample Example
Subset: default
{
"input": [
{
"id": "d16392be",
"content": "Answer the following multiple choice question. The entire content of your response should be of the following format: 'ANSWER: [LETTER]' (without quotes) where [LETTER] is one of A,B,C,D.\n\nBeethoven's third period was distinct from his second on account of all the following factors EXCEPT\n\nA) The influence of Italian opera on his compositions\nB) The occupation of Vienna by French troops\nC) The introduction of new instruments in the orchestra\nD) The emergence of Romanticism in music"
}
],
"choices": [
"The influence of Italian opera on his compositions",
"The occupation of Vienna by French troops",
"The introduction of new instruments in the orchestra",
"The emergence of Romanticism in music"
],
"target": "B",
"id": 0,
"group_id": 0,
"metadata": {}
}
Prompt Template
Prompt Template:
Answer the following multiple choice question. The entire content of your response should be of the following format: 'ANSWER: [LETTER]' (without quotes) where [LETTER] is one of {letters}.
{question}
{choices}
Usage
Using CLI
evalscope eval \
--model YOUR_MODEL \
--api-url OPENAI_API_COMPAT_URL \
--api-key EMPTY_TOKEN \
--datasets music_trivia \
--limit 10 # Remove this line for formal evaluation
Using Python
from evalscope import run_task
from evalscope.config import TaskConfig
task_cfg = TaskConfig(
model='YOUR_MODEL',
api_url='OPENAI_API_COMPAT_URL',
api_key='EMPTY_TOKEN',
datasets=['music_trivia'],
limit=10, # Remove this line for formal evaluation
)
run_task(task_cfg=task_cfg)