Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

MNLI dataset and benchmarks – Page 4 · SOTA2 Research

Research Datasets

MNLI

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

MNLI group-balanced (evaluation)

45Bias Reduction

3

End-to-end service rollout

MNLI

1,009Rollout Time (min)

3

Natural Language Inference

MNLI

182.36Training Time (hours)

3

Distribution Shift Robustness

MNLI matched → mismatched

0.022ID ECE

2

Selective Prediction

MNLI

86.92Coverage @ 0.9

2

Page 4 of 4

Popular tasks

Natural Language Inference Classification Text Classification Textual Entailment Generalization Gap Prediction

Follow for updates

Join SOTA2 Contact