74.7%
Irrelevance detection · rank 74 of 109
- Unit
- % correct, higher is better
- Configuration
- arch-agent-3b (bfcl unspecified)
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
6.9%
Memory · rank 83 of 109
- Unit
- % correct, higher is better
- Configuration
- arch-agent-3b (bfcl unspecified)
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
34.9%
Multi-turn tasks · rank 34 of 109
- Unit
- % correct, higher is better
- Configuration
- arch-agent-3b (bfcl unspecified)
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
35.4%
Overall accuracy · rank 56 of 109
- Unit
- % correct, higher is better
- Configuration
- arch-agent-3b (bfcl unspecified)
- 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.
68.8%
Relevance detection · rank 80 of 109
- Unit
- % correct, higher is better
- Configuration
- arch-agent-3b (bfcl unspecified)
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
86.7%
Single-turn calls (curated) · rank 31 of 109
- Unit
- % correct, higher is better
- Configuration
- arch-agent-3b (bfcl unspecified)
- 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.
72.9%
Single-turn calls (user-contributed) · rank 51 of 109
- Unit
- % correct, higher is better
- Configuration
- arch-agent-3b (bfcl unspecified)
- 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.
0.5%
Web search · rank 86 of 109
- Unit
- % correct, higher is better
- Configuration
- arch-agent-3b (bfcl unspecified)
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.