TelcoAgent-Bench - Sequence Alignment (Arabic): leaderboard
Metric: Sequence alignment score x100 (0-100) on TelcoAgent-Bench (15 telecom troubleshooting intents, 49 blueprints with 30 sampled dialogues each; the agent starts from the engineer's first message and calls core and distractor network tools), Arabic dialogues: per sample, the longest common subsequence of the agent's tool calls with the gold tool path over the gold length, times a penalty for calls beyond the gold length; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Granite 3.3 8B Instruct | 62.3 |
| 2 | Qwen 3 8B | 60.3 |
| 3 | Llama 3 8B Instruct | 47.2 |
| 4 | Gemma 3 4B (IT) | 46.4 |
| 5 | Mistral 7B Instruct | 43.6 |
| 6 | Qwen 2.5 7B Instruct | 42.4 |
| 7 | granite-3.1-3B-a800m-instruct | 33.4 |
| 8 | Qwen-7B Chat | 30 |
Interactive version: theaggregate.ai/benchmark?slug=telcoagent-bench-sequence-alignment-arabic · How It Works · Data refreshed daily, snapshot 2026-10-07.