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Benchmarks
Intent Classification on Banking77 (Multi-Metric Evaluation)
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87.3
Top-1 Accuracy
Full MAFA
76.38
79.215
82.05
84.885
Oct 16, 2025
Top-1 Accuracy
Top-5 Accuracy
F1 Score
Latency (s)
Updated 27d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
Top-5 Accuracy
F1 Score
Latency (s)
Full MAFA
Description=The propos...
2025.10
87.3
96.8
94.5
15.5
No Query Planning
Description=Full MAFA...
2025.10
85.6
95.2
92.6
12.1
4 Agents
Description=Four paral...
2025.10
82.9
92.7
89.3
8.3
1 Agent
Description=Single age...
2025.10
76.8
84.1
79.8
8.2
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