OrphLux goes beyond labeling — every benchmark dataset carries the insight of PhDs and industry veterans behind it, the foundation we're building toward a longer-term goal: designing evaluation methodology and defining the boundaries of model capability.
"we know how to test"
"we know how to turn what we test into methodology"
Benchmark proves "we know how to test"; Paper/Research proves "we know how to turn what we test into methodology" — this is OrphLux's key differentiator from a pure data vendor.
Building on real data and methodology accumulated from the embodied-AI collection sites and the Benchmark evaluation system, OrphLux's research team is advancing work toward the following papers/technical reports:
PAPERS · TECHNICAL REPORTS
Coming Soon
Research directions are taking shape — papers and technical reports will land here first.