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

Intent Classification research benchmarks – Page 2 · SOTA2 Research

Intent Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MCID 5-shot (test)

0.794Accuracy

12

Feb 26, 2026

HWU64 10-shot (test)

83.7Accuracy

12

Feb 26, 2026

HWU64 5-shot (test)

78.26Accuracy

12

Feb 26, 2026

BANKING77 10-shot (test)

82.66Accuracy

12

Feb 26, 2026

78.9Precision

12

Feb 26, 2026

IntentGrasp Gem Set

4.4Performance (No Shuffle)

11

May 11, 2026

IntentGrasp All Set

48.73Accuracy (No Shuffle)

11

May 11, 2026

Llama-3.1-70B-Instruct

84.7Accuracy (Eng)

11

Mar 24, 2026

Banking (BANK) (test)

93.31Accuracy

11

Feb 26, 2026

80.78Accuracy

11

Feb 26, 2026

DFT++ (w/ CA, SSD)

79.93Accuracy

11

Feb 26, 2026

BANKING77 5-shot

DFT++ (w/ CA, SSD)

78.9Accuracy

11

Feb 26, 2026

ToDs benchmark GPT-2 backbone (test)

0.875Accuracy

11

Feb 26, 2026

Banking (BANK) (train)

72.94Accuracy

10

Feb 26, 2026

Clinc150 (unsupervised)

72.49Accuracy

9

Apr 14, 2026

HWU64 (unsupervised)

82.77Accuracy

9

Apr 14, 2026

MASSIVE (unsupervised)

79.15Accuracy

9

Apr 14, 2026

ATIS (unsupervised)

89.7Accuracy

9

Apr 14, 2026

SNIPS (unsupervised)

97Accuracy

9

Apr 14, 2026

SOFMATTRESS HINT3 (test)

Dynamic Label Name Refinement

87.4Accuracy

9

Feb 26, 2026

POWERPLAY11 HINT3 (test)

Dynamic Label Name Refinement

76.1Accuracy

9

Feb 26, 2026

CUREKART HINT3 (test)

Dynamic Label Name Refinement

91.94Accuracy

9

Feb 26, 2026

CLINC150 DialoGLUE 10-shot

Dynamic Label Name Refinement

95.58Accuracy

9

Feb 26, 2026

87.7Accuracy

9

Feb 26, 2026

90.9Accuracy

9

Feb 26, 2026

Page 2 of 5

Popular datasets

Banking77 MASSIVE Banking CLINC150 HWU64

Follow for updates

Join SOTA2 Contact