{"baselines":["always_zero","always_one","base_rate_constant","predict_yesterday","country_base_rate","random_with_base_rate"],"endpoint":"/v1/atlas/baseline-benchmark","filters":{"barely":"true | false (barely_beats_baseline flag)","family":"forecast | forecast-multi-horizon | classifier | trajectory | contagion | survival | per-platform | per-domain | per-method","min_lift_pp":"float; filter to rows with F1 lift vs predict_yesterday >= X pp"},"honest_caveats":["Lift vs predict_yesterday is reported in percentage points (pp) of F1.","Some rows compare a training-time sidecar metric against baselines on a separate last-60d temporal holdout. Treat those lifts as approximate; check `source`.","barely_beats_baseline=true is a yellow flag, not red - some models add value beyond F1 (per-country thresholds, SHAP, conformal intervals)."],"purpose":"Show that each shipped Atlas ML model adds value beyond trivial baselines. Lift < 5pp vs predict_yesterday is flagged.","refresh":"weekly Thu 04:45 UTC via cron","sidecar_last_modified":"2026-05-21T20:06:13Z","sidecar_path":"/opt/voidly-ai/ml-deploy/baseline_benchmark_v1.json","sidecar_size_bytes":51684,"_voidly_pay":{"claim_did":"https://voidly.ai/pay/claim","for_builders":"https://voidly.ai/pay/for-builders","marketplace":"https://api.voidly.ai/v1/pay/marketplace","live_demo":"https://huggingface.co/spaces/emperor-mew/voidly-pay","universal_proxy":{"url":"https://api.voidly.ai/v1/pay/proxy","example":"https://api.voidly.ai/v1/pay/proxy?u=<https-url>&to=did:voidly:<your-did>&price=0.01","page":"https://voidly.ai/pay/proxy","note":"Paywall any public HTTPS URL with one query param. No SDK install required."},"install":{"typescript":"npm install @voidly/pay","python":"pip install voidly-pay","langchain":"pip install voidly-pay-langchain","vercel_ai":"npm install @voidly/pay-vercel-ai","mcp":"npx @voidly/pay-mcp","cli":"npm install -g @voidly/pay-cli"},"note":"Voidly Pay is the open agent-to-agent payment rail. Claim a DID + 10 starter credits in 60s, or paywall any URL via the universal proxy with one query param."}}