Relation Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
91.3Micro F1
9
Feb 26, 2026
85.7Micro F1
9
Feb 26, 2026
0.833Micro F1
9
Feb 26, 2026
78.6Micro F1
9
Feb 26, 2026
81.2Acc+
9
Feb 26, 2026
80Micro F1
8
Mar 24, 2026
75Micro F1
8
Mar 24, 2026
80F1-Mic
8
Mar 24, 2026
95.53Accuracy
8
Feb 26, 2026
93.5Accuracy
8
Feb 26, 2026
90.8Micro F1
8
Feb 26, 2026
98.45-way 1-shot Acc
7
Feb 27, 2026
33.96Relation F1
6
Mar 26, 2026
87.6F1 Score
6
Mar 10, 2026
22.41Accuracy
6
Feb 26, 2026
0.76Score
6
Feb 26, 2026
92.78Metric 1 Accuracy
6
Feb 26, 2026
94F1 (5-way 1-shot)
6
Feb 26, 2026
47.66Relation F1
5
Mar 26, 2026
99.8F1 Score
5
Feb 27, 2026
97.8F1 Score
5
Feb 27, 2026
100F1 Score (5-way 5-shot)
5
Feb 27, 2026
98.4F1 Score (5-way 1-shot)
5
Feb 27, 2026
86.9RC-Causal
5
Feb 26, 2026
75Accuracy (5-way 1-shot)
5
Feb 26, 2026