Semantic Similarity
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.184Spearman Correlation
60
Apr 1, 2026
91.3Test Accuracy
24
Jun 15, 2026
0.791Pearson Correlation Coefficient
24
Feb 26, 2026
652.1Accuracy
21
May 29, 2026
80.22Semantic Consistency
18
Feb 26, 2026
79.26Accuracy
17
Apr 2, 2026
94.27Accuracy
17
Apr 2, 2026
83.6Accuracy
17
Apr 2, 2026
55.52BLEU-4
17
Feb 26, 2026
40.39BLEU-4
17
Feb 26, 2026
0.815Pearson's r
12
Feb 26, 2026
74.6Pearson's r
12
Feb 26, 2026
57.5AskU AP
12
Feb 26, 2026
74.5Mean Average
10
Feb 26, 2026
88.28Accuracy
8
May 11, 2026
0.995Cosine Similarity
8
Apr 20, 2026
0.987Cosine Similarity
8
Apr 20, 2026
0.992Cosine Similarity
8
Apr 20, 2026
0.992Cosine Similarity
8
Apr 20, 2026
0.99Cosine Similarity
8
Apr 20, 2026
0.983Cosine Similarity
8
Apr 20, 2026
0.993Cosine Similarity
8
Apr 20, 2026
0.982Cosine Similarity
8
Apr 20, 2026
0.459Kendall's Tau (1x)
8
Apr 10, 2026
51.58Accuracy
7
Jun 18, 2026