FraudSMSWalker: Benchmarking Agentic Large Language Models for SMS-to-Webpage Fraud Detection: leaderboard
Metric: Accuracy (%). Source: benchmarklist.com. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3.6 Plus | 50.93 |
| 2 | Seed 2.0 Pro | 49.5 |
| 3 | Kimi K2.6 | 49.36 |
| 4 | GLM-5-Turbo | 47.93 |
| 5 | GPT-5.5 | 46.78 |
| 6 | DeepSeek V4 Pro | 46.78 |
| 7 | Gemini 3.1 Flash Lite | 46.35 |
| 8 | Claude Sonnet 4.6 (Thinking) | 42.06 |
Interactive version: theaggregate.ai/benchmark?slug=fraudsmswalker-benchmarking-agentic-large-language-models-for-sms-to-webpage-fraud-detection · How It Works · Data refreshed daily, snapshot 2026-09-19.