Maximum — mixed-120-v2¶

Maximum temporal redundancy. Analyzes 120 frames (4 seconds of video) for the highest scrutiny scenarios and regulatory edge cases.

At a Glance¶

When to Use¶

• Highest scrutiny — regulatory edge cases, government services, high-value transactions
• Final escalation — when Extended (mixed-90-v2) is still borderline
• Maximum temporal redundancy — where 4 seconds of capture is acceptable
• Compliance mandates — when auditors or regulators require the longest temporal window

Performance¶

Based on evaluation across 1,960 test videos (9 attack types, held out from training):

Tradeoffs¶

• Maximum redundancy — 4 seconds of video provides the most temporal signal
• Strong accuracy — 4.6% EER, 0.991 AUC (on par with Balanced and Thorough)
• Highest latency — ~4s capture + ~10s response; users must tolerate a longer check
• Final escalation — use as the last step when Extended is inconclusive

Integration¶

{
  "session_id": "550e8400-e29b-41d4-a716-446655440000",
  "model": "mixed-120-v2",
  "source": "live",
  "frames": [
    { "index": 0, "timestamp_ms": 0, "pixels": "..." },
    ...
  ]
}

Capture 120 frames at 30 FPS (4 seconds total). Credits: 2 per request.