Natural Language Inference
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.898Accuracy
52
Apr 21, 2026
90.25Accuracy
52
Feb 26, 2026
80.2Accuracy
49
Feb 26, 2026
91.31Accuracy
46
Feb 27, 2026
90.2Acc (m)
44
Feb 26, 2026
47.2Accuracy
42
Jun 2, 2026
45.4Accuracy (WANLI)
42
Jun 2, 2026
84.8Accuracy (0-shot)
42
Feb 27, 2026
97.9Accuracy
40
Feb 26, 2026
89.7Accuracy (en)
40
May 14, 2026
81.17Accuracy
39
Apr 28, 2026
86.2Accuracy
36
Feb 26, 2026
96.18MNLI Accuracy
35
Jun 4, 2026
91.43Accuracy
33
Feb 26, 2026
2.74ECE
32
Jun 5, 2026
81.14Accuracy
32
May 14, 2026
79.07Score
31
Feb 26, 2026
90.7Accuracy
30
Feb 27, 2026
91Average Accuracy
29
Feb 26, 2026
34.9Weighted F1
28
Feb 26, 2026
0.331Weighted F1
28
Feb 26, 2026
41.1Weighted F1
28
Feb 26, 2026
84.3Accuracy
28
Feb 26, 2026
92.2Overall Score
28
Feb 26, 2026
62.4Top-1 Accuracy
27
Apr 3, 2026