80.8%
Irrelevance detection · rank 54 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl fc)
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
82.5%
Irrelevance detection · rank 43 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
8.6%
Memory · rank 75 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl fc)
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
8.4%
Memory · rank 78 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
3.6%
Multi-turn tasks · rank 86 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl fc)
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
1.4%
Multi-turn tasks · rank 98 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
23.9%
Overall accuracy · rank 92 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl fc)
- Measured
- 16 Dec 2025
- Not shown
- Not a neutral average: the weighting is BFCL's. Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
22.4%
Overall accuracy · rank 94 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not a neutral average: the weighting is BFCL's. Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
75.0%
Relevance detection · rank 62 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl fc)
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
75.0%
Relevance detection · rank 62 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
71.8%
Single-turn calls (curated) · rank 84 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl fc)
- Measured
- 16 Dec 2025
- Not shown
- Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
70.0%
Single-turn calls (curated) · rank 86 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
56.6%
Single-turn calls (user-contributed) · rank 92 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl fc)
- Measured
- 16 Dec 2025
- Not shown
- Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
49.4%
Single-turn calls (user-contributed) · rank 101 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
1.0%
Web search · rank 81 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl fc)
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.
0.5%
Web search · rank 86 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-0.6b (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.
18.0%
Requested-length error · rank 150 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- qwen3-0.6b (thinking reasoning)
- Measured
- 19 Sep 2025
- Not shown
- Not other format limits such as character counts or bullet counts.
0.25
Style adherence · rank 369 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- qwen3-0.6b (thinking reasoning)
- Measured
- 19 Sep 2025
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
13.1
Writing score · rank 357 of 370
- Unit
- score out of 100, higher is better
- Configuration
- qwen3-0.6b (thinking reasoning)
- Measured
- 19 Sep 2025
- Not shown
- Not business copy quality: UGI's prompts are private and lean towards creative writing, and models that often refuse get no score.