Models / coalm-8b

Uiuc Oumi

coalm-8b

8 published results from 1 source. Each card shows where the number comes from and what it does not measure. Results are never combined into one score.

Provider
Uiuc Oumi
Sources
1
Our benchmarks
0
Price
Not yet published

Reported by others

Reported by Berkeley Function Calling Leaderboard (BFCL) V4
86.9%
Irrelevance detection · rank 24 of 109
Unit
% correct, higher is better
Configuration
coalm-8b (bfcl unspecified)
Measured
16 Dec 2025
Not shown
Not general refusal or safety behaviour.
Reported by Berkeley Function Calling Leaderboard (BFCL) V4
2.8%
Memory · rank 98 of 109
Unit
% correct, higher is better
Configuration
coalm-8b (bfcl unspecified)
Measured
16 Dec 2025
Not shown
Not long-term personal memory in a product: sessions are BFCL's scripted ones.
Reported by Berkeley Function Calling Leaderboard (BFCL) V4
8.0%
Multi-turn tasks · rank 73 of 109
Unit
% correct, higher is better
Configuration
coalm-8b (bfcl unspecified)
Measured
16 Dec 2025
Not shown
Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
Reported by Berkeley Function Calling Leaderboard (BFCL) V4
26.8%
Overall accuracy · rank 84 of 109
Unit
% correct, higher is better
Configuration
coalm-8b (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.
Reported by Berkeley Function Calling Leaderboard (BFCL) V4
87.5%
Relevance detection · rank 27 of 109
Unit
% correct, higher is better
Configuration
coalm-8b (bfcl unspecified)
Measured
16 Dec 2025
Not shown
Not whether the call itself was right; only that one was attempted.
Reported by Berkeley Function Calling Leaderboard (BFCL) V4
84.9%
Single-turn calls (curated) · rank 47 of 109
Unit
% correct, higher is better
Configuration
coalm-8b (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.
Reported by Berkeley Function Calling Leaderboard (BFCL) V4
66.8%
Single-turn calls (user-contributed) · rank 74 of 109
Unit
% correct, higher is better
Configuration
coalm-8b (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.
Reported by Berkeley Function Calling Leaderboard (BFCL) V4
0.0%
Web search · rank 92 of 109
Unit
% correct, higher is better
Configuration
coalm-8b (bfcl unspecified)
Measured
16 Dec 2025
Not shown
Not general research quality: questions have short, checkable answers.