483bfa4660
Per direction "remove the initial number, optimize for benchmark first" + "include witness chain capabilities for proof and repeatability analysis": - Empty board, no seeded numbers: ledger seeds to genesis only. Every result is a real scoring-pipeline witness; RuView gets no hand-entered baseline. - Real model scoring: aa_score_runner now loads predictions + an eval split (--split/--pred) and scores them through the real ruview_metrics pose harness — not just a synthetic fixture. Committed public smoke split (fixtures/smoke_*.json). - Witness chain: each score emits a witness = inputs_sha256 (binds it to the exact inputs) + proof_sha256 (cross-platform-stable score hash) + harness_version. - Repeatability analysis: --repeat N runs the harness N× and fails if it ever yields >=2 distinct proof hashes (16/16 identical locally). - Witness ledger: ledger/ledger_tools.py — append-only, hash-chained, tamper- evident (seed/append/verify); editing any past row breaks the chain. - CI gate extended: determinism + repeatability(16) + real-scoring smoke + ledger chain verify on every PR. Co-Authored-By: claude-flow <ruv@ruv.net> |
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| schema | ||
| README.md | ||
| STATUS.md | ||
| VERIFY.md | ||
README.md
AetherArena ("AA") — The Official Spatial-Intelligence Benchmark
Public leaderboard. Private evaluation split. Open scorer. Signed results.
AetherArena is a standalone, project-agnostic benchmark for camera-free spatial intelligence — pose, presence, occupancy, tracking, and vitals from RF/WiFi (and, over time, mmWave / UWB / radar / lidar / multimodal). It is not a single-vendor leaderboard: any team, framework, or sensing modality can enter, and every entrant — including the RuView baseline that donated the seed scorer — is scored by the identical, open, pinned harness.
Specified in ADR-149 (Accepted).
Canonical home: ruvnet/aether-arena + a Hugging Face Space (deploy pending — see STATUS).
Why
WiFi/RF spatial sensing has no shared yardstick — papers self-report against inconsistent splits and metrics, with no accounting for latency, reproducibility, or privacy leakage. AA fixes the measurement, not just the models: a single deterministic scorer, a private held-out split nobody can train on, and a signed result ledger that can't be silently edited.
What gets measured (v0)
| Category | Metric | Status |
|---|---|---|
| Pose | PCK@0.2 (all / torso), OKS | Ranked |
| Presence | accuracy, FP/FN | Ranked |
| Edge latency | p50 / p95 / p99 ms | Ranked |
| Determinism | proof-hash pass/fail | Ranked (gate) |
| Tracking (MOTA) | — | activates when multi-person clips land |
| Vitals (BPM err) | — | activates when paired vitals ground truth lands |
| Privacy leakage | membership-inference ∈ [0,1] | gated — not ranked until the attacker ships |
| Cross-room | degradation ratio | coming soon |
The headline rank is the category metric; an optional arena_score = quality × latency_factor × privacy_factor × determinism_gate is exposed alongside (never instead) so accuracy can't win at any cost. See ADR-149 §2.5.
How scoring works
The scorer is RuView's already-published wifi-densepose-train acceptance harness (ruview_metrics + ADR-145 ablation), run in a pinned sandbox. You submit a model, not predictions — predictions on data you hold prove nothing. Your model is scored against a private MM-Fi held-out split (CC BY-NC 4.0; Wi-Pose excluded for redistribution reasons), and one signed, append-only row is written to the results ledger with a determinism proof hash.
Submission lifecycle: submitted → validated → quarantined → smoke_scored → full_scored → published (or rejected with a reason). The model only ever runs inside a no-network, read-only-FS sandbox.
Submit (when the Space is live)
- Write a manifest:
schema/aa-submission.toml. - Push your model artifact (
.safetensors/.rvf/ LoRA adapter) + manifest to the Space. - Watch it move through the lifecycle; your signed row appears on the board.
Verify it's fair (you don't have to trust us)
See VERIFY.md — run the open scorer locally on the public smoke split, reproduce the determinism hash, and confirm RuView's own entries were scored by the identical path. That five-step check is the launch gate (ADR-149 §7).
Neutrality
AA is a neutral commons. The scorer is open and versioned; any metric change is a public harness_version bump that re-scores all entries. RuView donated the seed harness and enters as one baseline — it gets no special treatment (ADR-149 §2.8).