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

Wiki dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Wiki

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Relation Extraction

Wiki ZSL (test)

53.71Micro-F1

16

Link Prediction

WIKI

79.85Hits@1

16

Extractive Question Answering

Wiki (test)

78.6EM

16

Wiki

51F1 Score

16

Fact Generation

Wiki ExAnte (test)

11.76Leakage Rate

15

Text Segmentation

Wiki-50

16.5Pk

15

Zero-shot Triplet Extraction

Wiki ZSL (test)

21.49Accuracy

15

Efficiency Analysis

Wiki

0.07Inference Latency

14

Node classification

Wiki

78.69Accuracy

14

Multi-view Clustering

WIKI

46.16Accuracy

14

Multi-view Clustering

WIKI 100% aligned

60.33ACC

14

Text Segmentation

Wiki-300

32.4Pk

14

Short-term forecasting

Wiki

0.041MAE

14

Node Embedding Learning

Wiki

0.4Time (s)

14

Link Prediction

Wiki

2.67Precision@100

14

Overlap ratio estimation

Wiki (held-out pairs)

0.04MAE

13

Named Entity Disambiguation

WIKI out-of-domain (test)

87.9Micro F1 (InKB)

13

Multivariate Time Series Forecasting

Wiki

0.48R2

12

Dynamic Link Prediction

Wiki transductive continuous time (test)

99.45AP

12

Node classification

Wiki

17.6Accuracy

12

Relation Triplet Extraction

Wiki-ZSL (test)

26.84Accuracy

12

Few-shot classification

Mini-Wiki (meta-test)

0.387Meta-test Loss (CELs)

12

Macroscopic Time Series Forecasting

Wiki interval 35 (test)

0.089R0.5-Loss

12

Time-series Forecasting

Wiki ES Full History

0.96sMAPE

11

Wiki ES

1.32sMAPE

11

Page 2 of 5

Popular tasks

Node Classification Time Series Forecasting Extreme Multi-label Classification Language Modeling Link Prediction

Follow for updates

Join SOTA2 Contact