Benchmark dossiers / independent analysis

The benchmark behind the number.

Inspect what each benchmark asks, how its score is produced, and which conclusions its design can support. These are original analyses by Arcophos of the benchmark authors’ work. Any reproduced measurements are labeled with their published source and version.

Dossier01

Final journal paper: 37-benchmark snapshot

MedHELM ↗

Coverage, access and scoring all shape a hospital benchmark.

UnitA benchmark-specific evaluation instance; 37 benchmark scores feed the aggregate.MeasurePairwise win rate and macro-average

What we contribute. Source reconciliation, task and metric interpretation, and tools that make assumptions inspectable. We do not claim to have created these benchmarks or run the reported models.