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

Text Classification research benchmarks – Page 19 · SOTA2 Research

Text Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Trec 40%A (test)

97.4Accuracy

8

Feb 26, 2026

Trec 20%A (test)

98.3Accuracy

8

Feb 26, 2026

Trec 40%S (test)

97.6Accuracy

8

Feb 26, 2026

Symptom2Disease (S2D) Meta-Harness split (test)

86.98Accuracy

7

Jul 7, 2026

Task represented in Figure 4

Multitask Finetuning

95.5Accuracy

7

Jun 24, 2026

3.8ECE

7

Jun 23, 2026

Med-TC plaintext

64.4Accuracy

7

Jun 4, 2026

94.8Macro F1

7

May 26, 2026

Chilean Abusive Terms of Service

XLM-RoBERTa-large

70Illegal Macro F1

7

May 26, 2026

AGNews, DBPedia, HateSpeech18, MR, SST-2, SST-5, Subj, TREC

87.84AGNews Accuracy

7

May 21, 2026

Class Unlearning

3MIA Score

7

May 12, 2026

Sample Unlearning

100MIA Score

7

May 12, 2026

AG News pilot (test)

Warm-start budgeted

88.4Accuracy

7

May 8, 2026

BERT-Tiny(20MB)

85.69IMDb Accuracy

7

Mar 25, 2026

81.1Average Accuracy

7

Mar 4, 2026

theta_B fine-tune

95.32Accuracy

7

Apr 28, 2026

Emo-13class (test)

58.2Accuracy

7

Feb 26, 2026

Emo-6class (test)

90.6Accuracy

7

Feb 26, 2026

98.1Accuracy

7

Feb 26, 2026

88.5Accuracy

7

Feb 26, 2026

69.7Acc

7

Feb 26, 2026

ANLI, MNLI, QNLI, WNLI, RTE, MRPC (val)

T5-base (Fine-Tuned)

43.1ANLI Accuracy

7

Feb 26, 2026

94.9Accuracy

7

Feb 26, 2026

87.93TREC

7

Feb 26, 2026

Long Range Arena (test)

Transformer + TLB

82.08Accuracy

7

Feb 26, 2026

Page 19 of 29

Popular datasets

AG News SST IMDB AGNews SST-2

Follow for updates

Join SOTA2 Contact