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

IMDB dataset and benchmarks – Page 5 · SOTA2 Research

Research Datasets

IMDB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Concept Extraction Consistency

IMDB

100MPPC

14

Text Clustering

IMDB (test)

95.9Accuracy

14

Backdoor Defense

IMDB

95.8Accuracy

14

Sentiment Control Language Generation

IMDB

11.91Perplexity

14

Graph Classification

IMDB-M TU (test)

50.3Accuracy

14

Graph-level anomaly detection

IMDB-B

75.34FPR95

13

Sentiment Analysis

IMDB Sample unlearning (Df split)

100Accuracy

13

IMDb (5-fold cross-validation)

21.87HR@10

13

Graph Classification

IMDB-B TU (unsupervised)

74Accuracy

13

Sentiment Analysis

IMDb

97.1Accuracy

13

Hypergraph Classification

IMDB wri_genre

61.02Accuracy

13

Hypergraph Classification

IMDB dir genre

81.41Accuracy

13

Text Classification

IMDB 40 labels

7.08Error Rate

13

Text Classification

IMDB 20 labels

7.32Error Rate

13

IMDb (test)

0.481Test Loss

13

Sentiment Analysis

IMDb

87.9Accuracy

12

Binary Classification (Assistive vs Creative)

IMDb

1AUC

12

Faithfulness Evaluation

IMDb

18Rate of Label Changes

12

Text Reconstruction

IMDB

89.3ROUGE-L

12

Backdoor Defense

IMDB (test)

6.36Delta CACC

12

Dataset Addition

IMDB embedding

68DA Score

12

Dataset Removal

IMDB embedding

77DR

12

Noisy label detection

IMDB embedding

35NLD

12

Embedding Inversion

IMDB (test)

19.91RougeL

12

Minimum Vertex Cover

IMDB-BINARY (test)

1AR*

12

Page 5 of 14

Popular tasks

Graph Classification Text Classification Sentiment Analysis Sentiment Classification Node Classification

Follow for updates

Join SOTA2 Contact