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Pre-launch / design spec — EMMA is under active design. The tasks, splits, schemas, and harness described here are proposals and will change before v0.1.
EMMA
EMMA

Start Here

  • Glossary

Getting Started

  • Getting started
    • Install
    • Quickstart
    • First submission

Concepts

  • Concepts
    • Signal as a modality
    • Data model
    • Sim-to-real gap
    • Reproducibility
    • Tasks
    • Generalization
    • Neutrality
    • Leaderboard

Datasets

  • Datasets & scenes
    • EMMA-LOC-v0.1
    • EMMA-DRONE-v0.1
    • EMMA-FP-v0.1
    • EMMA-AMC-v0.1
    • EMMA-REAL-OOD-v0.1
    • EMMA-RWAVE-v0.2
    • EMMA-UAVDOP-v0.2
    • EMMA-BEAM-v0.2
    • EMMA-POS-v1
    • EMMA-CSI-v1
    • EMMA-SC-SEP-v1
    • EMMA-SC-ANOM-v1
    • EMMA-SC-SENSE-v1
    • EMMA-S2T-CAP-v2
    • EMMA-S2T-QA-v2

How-To

  • How-to guides
    • Evaluate a backbone
    • Make a submission
    • Reproduce a leaderboard row
    • Add a readout head
    • Run locally

Reference

  • Reference
    • Task reference
    • Metric reference
    • CLI reference
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Index

A | B | C | D | E | F | I | L | M | N | O | P | R | S | U | W

A

  • AMC
  • AoA
  • AUC
  • AUROC

B

  • BLEU / METEOR / CIDEr

C

  • CFO
  • Colosseum / POWDER / COSMOS
  • content hash
  • CSI

D

  • DeepMIMO
  • DoA

E

  • EER
  • exact-match / F1

F

  • frozen backbone

I

  • I/Q
  • IQFM

L

  • leave-one-environment-out
  • leave-one-unit-out
  • LoS / NLoS
  • LWM

M

  • MAE
  • micro-Doppler
  • multi-antenna I/Q

N

  • NMSE

O

  • OOD
  • OOD-avg

P

  • phase coherence
  • PReD-Bench

R

  • RadioML
  • readout head
  • RF
  • RF fingerprinting
  • rfgen

S

  • SEI
  • SI-SDR
  • SigMF
  • sim-to-real gap
  • SNR
  • SUPERB

U

  • ULA
  • URA

W

  • WILDS
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