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CERN/colliderml-benchmark-results

ColliderML Benchmark Results Machine-scored leaderboard results for the ColliderML benchmark tasks. Structure results/ {task}/ {username}/ {predictions_sha256}.json Each JSON file records one scored submission: Field Description submission_id UUID assigned by the backend task Benchmark task name (e.g. tracking) submitter HuggingFace username model_repo_id Optional link to the submitter's model repo submitted_at ISO 8601 timestamp… See the full description on the dataset page: https://huggingface.co/datasets/CERN/colliderml-benchmark-results.

sourceHugging Facemitupdated 4mo agoView on Hugging Face
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Dataset Card

ColliderML Benchmark Results

Machine-scored leaderboard results for the ColliderML benchmark tasks.

Structure

results/
  {task}/
    {username}/
      {predictions_sha256}.json

Each JSON file records one scored submission:

FieldDescription
submission_idUUID assigned by the backend
taskBenchmark task name (e.g. tracking)
submitterHuggingFace username
model_repo_idOptional link to the submitter's model repo
submitted_atISO 8601 timestamp
scoresDict of metric name → value
credits_earnedCredits awarded for this submission
is_baselineWhether this is a reference baseline
predictions_sha256SHA-256 of the submitted parquet

Tasks

TaskPrimary metricDataset
trackingTrackML weighted efficiencyttbar_pu200
jetsJet classification AUCttbar_pu200
anomalyAnomaly AUROCmixed
tracking_latencyInference latency (ms)ttbar_pu200
tracking_smallTrackML eff under parameter budgetttbar_pu200
data_loadingLoad throughput (events/s)ttbar_pu0

Integration

Results are pushed automatically by the ColliderML backend after each scored submission. The ColliderML leaderboard Space reads from this dataset to render the public table.

Models that include .eval_results/colliderml_*.yaml files link back to this dataset, so scores appear on model cards automatically.

Links