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Benchmarks
Multi-class Classification on Intent Semantic Toolkit (test)
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33.9
Accuracy (0-shot)
Ours best
26.1
28.125
30.15
32.175
Mar 7, 2024
Accuracy (0-shot)
Accuracy (10-shot)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (0-shot)
Accuracy (10-shot)
Ours best
backbone=instructor-la...
2024.03
33.9
37.2
Disable LLM
backbone=instructor-la...
2024.03
31.7
34.3
Baseline
backbone=instructor-large
2024.03
29.2
34.1
Ours best
Backbone=instructor-ba...
2024.03
28.3
33.8
Disable LLM
Backbone=instructor-base
2024.03
27
31.7
Baseline
Backbone=instructor-base
2024.03
26.4
31.1
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