06 — Proof
Public components. Honest tradeoffs.
CASCADE-1 hits 95.21% on Banking77 (5-fold strict, +0.27pp over SPACE-3) and 97.75% in-domain on CLINC150. Reproducible in ~500 lines of Python over public weights — the substrate is what makes it production-viable.
| Model | Banking77 | Params | Memory | Latency |
|---|---|---|---|---|
| CASCADE-1 — Seed Frontier | 95.21% | 1.21B (composite) | ~5 GiB | 285 ms (CPU) |
| SPACE (prior SOTA) | 94.94% | ~hundreds of M | ~1–2 GiB | 20–100 ms (GPU) |
| Seed AutoArch — High-Accuracy | 94.42% | 502,170 | ~68 MiB | ~225 ms (CPU) |
| Test SOTA (CUD baseline) | 93.83% | ~355 M+ | ~1.4 GiB | 15–50 ms (GPU) |
| Seed AutoArch — Efficient | 93.03% | 52,567 | 206 KiB | 0.094 ms (CPU) |
| Soto (shipped) | 86.3% | 7.2 M | 27 MiB · ~7 MiB int8 | ~8 ms (CPU) |