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Benchmarks
Few-shot Text Classification on Distributional Signature suite (test)
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90.5
Amzn+ Score
UniFew_meta
61.588
69.094
76.6
84.106
Jul 15, 2021
Amzn+ Score
FRel Score
HuffP Score
20N+ Score
Reut Score
Updated 3d ago
Evaluation Results
Method
Method
Links
Amzn+ Score
FRel Score
HuffP Score
20N+ Score
Reut Score
UniFew_meta
Shots=5, Meta-training...
2021.07
90.5
93.1
81.7
76.2
98
UniFew
Shots=5, Meta-training...
2021.07
88.5
88.8
77.1
72.2
97
UniFew_meta
Shots=1, Meta-training...
2021.07
84.3
90.6
78.6
70.3
96.9
UniFew
Shots=1, Meta-training...
2021.07
82.1
75.7
65.9
58.4
92
DS
Shots=5, Meta-training...
2021.07
81.2
83.5
63.5
68.3
96
DS
Shots=1, Meta-training...
2021.07
62.7
67.1
43.1
52.2
81.8
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