FewRel
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
FewRel 10-way 5-shot
94.87T1
7
FewRel 10-way 10-shot (test)
95.82Top-1 Accuracy
7
FewRel 2.0 (test)
0.884Acc (5-way 1-shot, 0.15 Thr)
6
FewRel 10-way 5-shot
92.78Metric 1 Accuracy
6
FewRel 10-way 5-shot (test)
96.38Task 1 Accuracy
6
FewRel 10-way 5-shot (test)
0.928Accuracy (Task 1)
6
FewRel 1.0 (dev)
94F1 (5-way 1-shot)
6
FewRel 10-way 5-shot 1.0
99.8F1 Score
5
FewRel 10-way 1-shot 1.0
97.8F1 Score
5
FewRel 5-way 5-shot 1.0
100F1 Score (5-way 5-shot)
5
FewRel 5-way 1-shot 1.0
98.4F1 Score (5-way 1-shot)
5
FewRel {X-shot} (test)
68.48Accuracy (All)
5
FewRel 2.0 (test)
75Accuracy (5-way 1-shot)
5
FewRel 16-way 5-shot
72.45Macro Precision
4
FewRel (dev)
91.25-way 0-shot Acc
4
FewRel 1.0 (val)
94F1 (5-way 1-shot)
4
FewRel rearranged (test)
88.49Precision
3
FewRel
65.35Accuracy
2
FewRel (test)
97.85F1 Score
1
FewRel 2.0 (test)
89.81F1 Score
1