# WikiP

Source: [WikiP](<https://www.sota2.com/research/dataset/wikip>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Benchmarks

Page 1 of 5. This is an index page, not the full collection.

- [Next index page](<https://www.sota2.com/research/dataset/wikip.md?page=2>): Follow this link to discover more pages.

- [Dynamic Link Prediction on Wikipedia Inductive](<https://www.sota2.com/research/sota/dynamic-link-prediction-on-wikipedia-inductive.md>): Dynamic Link Prediction; Wikipedia Inductive.

- [Inductive Dynamic Link Prediction on Wikipedia (inductive)](<https://www.sota2.com/research/sota/inductive-dynamic-link-prediction-on-wikipedia-inductive.md>): Inductive dynamic link prediction; Wikipedia (inductive).

- [Transductive Dynamic Link Prediction on Wikipedia](<https://www.sota2.com/research/sota/transductive-dynamic-link-prediction-on-wikipedia.md>): transductive dynamic link prediction; Wikipedia.

- [Membership Inference Attack on Wikipedia](<https://www.sota2.com/research/sota/membership-inference-attack-on-wikipedia.md>): Membership Inference Attack; Wikipedia.

- [Text reconstruction on Chinese Wikipedia n = 200 (test)](<https://www.sota2.com/research/sota/text-reconstruction-on-chinese-wikipedia-n-200-test.md>): Text reconstruction; Chinese Wikipedia n = 200 (test).

- [Cross-modal Retrieval on Wikipedia](<https://www.sota2.com/research/sota/cross-modal-retrieval-on-wikipedia.md>): Cross-modal Retrieval; Wikipedia.

- [Future Link Prediction on Wikipedia (inductive)](<https://www.sota2.com/research/sota/future-link-prediction-on-wikipedia-inductive.md>): Future Link Prediction; Wikipedia (inductive).

- [Link Prediction on Wikipedia (inductive)](<https://www.sota2.com/research/sota/link-prediction-on-wikipedia-inductive.md>): Link Prediction; Wikipedia (inductive).

- [Dynamic Link Prediction on Wikipedia transductive (ind)](<https://www.sota2.com/research/sota/dynamic-link-prediction-on-wikipedia-transductive-ind.md>): Dynamic Link Prediction; Wikipedia transductive (ind).

- [Spatio-temporal Forecasting on Wikipedia Math](<https://www.sota2.com/research/sota/spatio-temporal-forecasting-on-wikipedia-math.md>): Spatio-temporal Forecasting; Wikipedia Math.

- [Language Modeling on Wikipedia](<https://www.sota2.com/research/sota/language-modeling-on-wikipedia.md>): Language Modeling; Wikipedia.

- [Entity Prediction on WikiPeople (all entities)](<https://www.sota2.com/research/sota/entity-prediction-on-wikipeople-all-entities.md>): Entity Prediction; WikiPeople (all entities).

- [Temporal Link Prediction on Wikipedia (inductive)](<https://www.sota2.com/research/sota/temporal-link-prediction-on-wikipedia-inductive.md>): Temporal Link Prediction; Wikipedia (inductive).

- [Dynamic Graph Anomaly Detection on Wikipedia S2](<https://www.sota2.com/research/sota/dynamic-graph-anomaly-detection-on-wikipedia-s2.md>): Dynamic Graph Anomaly Detection; Wikipedia S2.

- [Membership Inference Attack on MIMIR Wikipedia](<https://www.sota2.com/research/sota/membership-inference-attack-on-mimir-wikipedia.md>): Membership Inference Attack; MIMIR Wikipedia.

- [Node Classification on Wikipedia (AUC)](<https://www.sota2.com/research/sota/node-classification-on-wikipedia-auc.md>): Node classification; Wikipedia.

- [Response correctness and completeness evaluation on Wikipedia](<https://www.sota2.com/research/sota/response-correctness-and-completeness-evaluation-on-wikipedia.md>): Response correctness and completeness evaluation; Wikipedia.

- [Membership Inference Attack on Wikipedia Pythia](<https://www.sota2.com/research/sota/membership-inference-attack-on-wikipedia-pythia.md>): Membership Inference Attack; Wikipedia Pythia.

- [Membership Inference on Wikipedia Pythia (train)](<https://www.sota2.com/research/sota/membership-inference-on-wikipedia-pythia-train.md>): Membership Inference; Wikipedia Pythia (train).

- [Reliability of post-edit LLMs on Wikipedia](<https://www.sota2.com/research/sota/reliability-of-post-edit-llms-on-wikipedia.md>): Reliability of post-edit LLMs; Wikipedia.

- [Transductive Future Link Prediction on Wikipedia](<https://www.sota2.com/research/sota/transductive-future-link-prediction-on-wikipedia.md>): Transductive future link prediction; Wikipedia.

- [Temporal Link Prediction on Wikipedia (Transductive)](<https://www.sota2.com/research/sota/temporal-link-prediction-on-wikipedia-transductive.md>): Temporal Link Prediction; Wikipedia (Transductive).

- [Cross-modal Retrieval on Wikipedia (Average)](<https://www.sota2.com/research/sota/cross-modal-retrieval-on-wikipedia-average.md>): Cross-modal Retrieval; Wikipedia (Average).

- [Cross-modal Retrieval on Wikipedia (Unseen)](<https://www.sota2.com/research/sota/cross-modal-retrieval-on-wikipedia-unseen.md>): Cross-modal Retrieval; Wikipedia (Unseen).

- [Knowledge-grounded Dialogue on Wizard of Wikipedia (WoW)](<https://www.sota2.com/research/sota/knowledge-grounded-dialogue-on-wizard-of-wikipedia-wow.md>): Knowledge-grounded Dialogue; Wizard of Wikipedia (WoW).

- [Link Prediction on Wikipedia (transductive)](<https://www.sota2.com/research/sota/link-prediction-on-wikipedia-transductive.md>): Link Prediction; Wikipedia transductive.

- [Salience detection on Wikipedia narratives](<https://www.sota2.com/research/sota/salience-detection-on-wikipedia-narratives.md>): Salience detection; Wikipedia narratives.

- [Character-level Language Modeling on Hutter Prize Wikipedia (test)](<https://www.sota2.com/research/sota/character-level-language-modeling-on-hutter-prize-wikipedia-test.md>): Character-level Language Modeling; Hutter Prize Wikipedia (test).

- [Dynamic Link Prediction on Wikipedia](<https://www.sota2.com/research/sota/dynamic-link-prediction-on-wikipedia.md>): Dynamic link prediction; Wikipedia.

- [Dynamic Node Classification on Wikipedia](<https://www.sota2.com/research/sota/dynamic-node-classification-on-wikipedia.md>): Dynamic node classification; Wikipedia.

- [Fact Generation (Arbitrary Masking) on WikiPeople](<https://www.sota2.com/research/sota/fact-generation-arbitrary-masking-on-wikipeople.md>): Fact Generation (Arbitrary Masking); WikiPeople.

- [Fact Generation (Targeted) on WikiPeople](<https://www.sota2.com/research/sota/fact-generation-targeted-on-wikipeople.md>): Fact Generation (Targeted); WikiPeople.

- [Fact Generation (Scratch) on WikiPeople](<https://www.sota2.com/research/sota/fact-generation-scratch-on-wikipeople.md>): Fact Generation (Scratch); WikiPeople.

- [Polarized Community Discovery on WikiP](<https://www.sota2.com/research/sota/polarized-community-discovery-on-wikip.md>): Polarized Community Discovery; WikiP.

- [Membership Inference Attack on Wikipedia en](<https://www.sota2.com/research/sota/membership-inference-attack-on-wikipedia-en.md>): Membership Inference Attack; Wikipedia en.

- [Future Edge Prediction on Wikipedia DyGLib (transductive)](<https://www.sota2.com/research/sota/future-edge-prediction-on-wikipedia-dyglib-transductive.md>): future edge prediction; Wikipedia DyGLib (transductive).

- [Transductive Future Edge Prediction on Wikipedia DyGLib (test)](<https://www.sota2.com/research/sota/transductive-future-edge-prediction-on-wikipedia-dyglib-test.md>): transductive future edge prediction; Wikipedia DyGLib (test).

- [Future Edge Prediction on WIKIPEDIA DyGLib (inductive)](<https://www.sota2.com/research/sota/future-edge-prediction-on-wikipedia-dyglib-inductive.md>): Future Edge Prediction; WIKIPEDIA DyGLib (inductive).

- [Transductive Future Edge Prediction on Wikipedia](<https://www.sota2.com/research/sota/transductive-future-edge-prediction-on-wikipedia.md>): transductive future edge prediction; Wikipedia.

- [Extreme Multi-label Classification on LF-Wikipedia-500K-10](<https://www.sota2.com/research/sota/extreme-multi-label-classification-on-lf-wikipedia-500k-10.md>): Extreme Multi-label Classification; LF-Wikipedia-500K-10.

- [Link Prediction on WikiPeople](<https://www.sota2.com/research/sota/link-prediction-on-wikipeople.md>): Link Prediction; WikiPeople.

- [Dialogue on 4 dialogue tasks (Skill Talk, Empathetic Dialogues, Wizard of Internet, Wizard of Wikipedia) (test)](<https://www.sota2.com/research/sota/dialogue-on-4-dialogue-tasks-skill-talk-empathetic-dialogues-wizard-of-internet-wizard-of-wikipedia-test.md>): Dialogue; 4 dialogue tasks (Skill Talk, Empathetic Dialogues, Wizard of Internet, Wizard of Wikipedia) (test).

- [Document Classification on Wikipedia (test)](<https://www.sota2.com/research/sota/document-classification-on-wikipedia-test.md>): Document Classification; Wikipedia (test).

- [Scaling Law Fitting on LLM-wikipedia (test)](<https://www.sota2.com/research/sota/scaling-law-fitting-on-llm-wikipedia-test.md>): Scaling Law Fitting; LLM-wikipedia (test).

- [Dynamic Link Prediction on Wikipedia Inductive Continuous-time (AUC-ROC)](<https://www.sota2.com/research/sota/dynamic-link-prediction-on-wikipedia-inductive-continuous-time-auc-roc.md>): Dynamic Link Prediction; Wikipedia Inductive Continuous-time.

- [Dynamic Node Classification on Wikipedia (test)](<https://www.sota2.com/research/sota/dynamic-node-classification-on-wikipedia-test.md>): Dynamic Node Classification; Wikipedia (test).

- [Dynamic Link Prediction on Wikipedia (AUC-ROC)](<https://www.sota2.com/research/sota/dynamic-link-prediction-on-wikipedia-auc-roc.md>): Dynamic Link Prediction; Wikipedia.

- [Dynamic Link Prediction on Wikipedia (inductive, random negative sampling)](<https://www.sota2.com/research/sota/dynamic-link-prediction-on-wikipedia-inductive-random-negative-sampling.md>): Dynamic Link Prediction; Wikipedia random negative sampling (inductive).

- [Question Answering on HotpotQA December 2018 Wikipedia dump (test)](<https://www.sota2.com/research/sota/question-answering-on-hotpotqa-december-2018-wikipedia-dump-test.md>): Question Answering; HotpotQA December 2018 Wikipedia dump (test).

- [Link Prediction on Wikipedia Hyperlink](<https://www.sota2.com/research/sota/link-prediction-on-wikipedia-hyperlink.md>): Link prediction; Wikipedia Hyperlink.

- [Multi-label classification on Wikipedia Hyperlink](<https://www.sota2.com/research/sota/multi-label-classification-on-wikipedia-hyperlink.md>): Multi-label classification; Wikipedia Hyperlink.

- [Link Prediction on Wikipedia Clickstream](<https://www.sota2.com/research/sota/link-prediction-on-wikipedia-clickstream.md>): Link prediction; Wikipedia Clickstream.

- [Multi-label classification on Wikipedia Clickstream](<https://www.sota2.com/research/sota/multi-label-classification-on-wikipedia-clickstream.md>): Multi-label classification; Wikipedia Clickstream.

- [Link Prediction on Wikipedia (AP)](<https://www.sota2.com/research/sota/link-prediction-on-wikipedia-ap.md>): Link Prediction; Wikipedia.

- [Natural Language Understanding on Wikipedia corpus annotated (train)](<https://www.sota2.com/research/sota/natural-language-understanding-on-wikipedia-corpus-annotated-train.md>): Natural Language Understanding; Wikipedia corpus annotated (train).

- [Fact Memorization on Wikipedia corpus annotated (train)](<https://www.sota2.com/research/sota/fact-memorization-on-wikipedia-corpus-annotated-train.md>): Fact Memorization; Wikipedia corpus annotated (train).

- [Language Modeling on Wikipedia 20k sentences](<https://www.sota2.com/research/sota/language-modeling-on-wikipedia-20k-sentences.md>): Language Modeling; Wikipedia 20k sentences.

- [Knowledge-grounded Dialog Generation on Wizard of Wikipedia (WoW)](<https://www.sota2.com/research/sota/knowledge-grounded-dialog-generation-on-wizard-of-wikipedia-wow.md>): Knowledge-grounded Dialog Generation; Wizard of Wikipedia (WoW).

- [Dialogue Generation on Wizard of Wikipedia (WoW) (dev)](<https://www.sota2.com/research/sota/dialogue-generation-on-wizard-of-wikipedia-wow-dev.md>): Dialogue Generation; Wizard of Wikipedia (WoW) (dev).

- [Question Answering on TriviaQA Wikipedia (dev-full)](<https://www.sota2.com/research/sota/question-answering-on-triviaqa-wikipedia-dev-full.md>): Question Answering; TriviaQA Wikipedia (dev-full).

- [Unconditional Text Generation on Wikipedia](<https://www.sota2.com/research/sota/unconditional-text-generation-on-wikipedia.md>): Unconditional Text Generation; Wikipedia.

- [Entity Linking on AIDA-CoNLL Wikipedia 2019 (test)](<https://www.sota2.com/research/sota/entity-linking-on-aida-conll-wikipedia-2019-test.md>): Entity Linking; AIDA-CoNLL Wikipedia 2019 (test).

- [Multi-view Clustering on Wikipedia](<https://www.sota2.com/research/sota/multi-view-clustering-on-wikipedia.md>): Multi-view Clustering; Wikipedia.

- [Text Generation on Wikipedia Biographies (test)](<https://www.sota2.com/research/sota/text-generation-on-wikipedia-biographies-test.md>): Text Generation; Wikipedia Biographies (test).

- [Document Retrieval on Russian-Wikipedia corpus 10^6 documents](<https://www.sota2.com/research/sota/document-retrieval-on-russian-wikipedia-corpus-10-6-documents.md>): Document Retrieval; Russian-Wikipedia corpus 10^6 documents.

- [Graph Clustering on Wikipedia](<https://www.sota2.com/research/sota/graph-clustering-on-wikipedia.md>): Graph Clustering; Wikipedia.

- [Machine-paraphrased plagiarism detection on Wikipedia SpinBot paraphrased (test)](<https://www.sota2.com/research/sota/machine-paraphrased-plagiarism-detection-on-wikipedia-spinbot-paraphrased-test.md>): Machine-paraphrased plagiarism detection; Wikipedia SpinBot paraphrased (test).

- [Column Population on Wikipedia tables (test)](<https://www.sota2.com/research/sota/column-population-on-wikipedia-tables-test.md>): Column Population; Wikipedia tables (test).

- [NPOV Rewriting on Wikipedia NPOV (n=107)](<https://www.sota2.com/research/sota/npov-rewriting-on-wikipedia-npov-n-107.md>): Wikipedia NPOV rewriting; Wikipedia NPOV rewriting (n=107).

- [Speculative Decoding on Wikipedia](<https://www.sota2.com/research/sota/speculative-decoding-on-wikipedia.md>): Speculative Decoding; Wikipedia.

- [Multi-Hop Question Answering on Bamboogle 2018 Wikipedia dump (dev)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-2018-wikipedia-dump-dev.md>): Multi-Hop Question Answering; Bamboogle 2018 Wikipedia dump (dev).

- [Multi-Hop Question Answering on Musique 2018 Wikipedia dump (dev)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-musique-2018-wikipedia-dump-dev.md>): Multi-Hop Question Answering; Musique 2018 Wikipedia dump (dev).

- [Multi-Hop Question Answering on 2wiki 2018 Wikipedia dump (dev)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-2wiki-2018-wikipedia-dump-dev.md>): Multi-Hop Question Answering; 2wiki 2018 Wikipedia dump (dev).

- [Multi-Hop Question Answering on HotpotQA 2018 Wikipedia dump (dev)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-hotpotqa-2018-wikipedia-dump-dev.md>): Multi-Hop Question Answering; HotpotQA 2018 Wikipedia dump (dev).

- [Single-Hop Question Answering on PopQA 2018 Wikipedia dump (dev)](<https://www.sota2.com/research/sota/single-hop-question-answering-on-popqa-2018-wikipedia-dump-dev.md>): Single-Hop Question Answering; PopQA 2018 Wikipedia dump (dev).

- [Single-Hop Question Answering on TriviaQA 2018 Wikipedia dump (dev)](<https://www.sota2.com/research/sota/single-hop-question-answering-on-triviaqa-2018-wikipedia-dump-dev.md>): Single-Hop Question Answering; TriviaQA 2018 Wikipedia dump (dev).

- [Single-Hop Question Answering on NQ (Natural Questions) 2018 Wikipedia dump (dev)](<https://www.sota2.com/research/sota/single-hop-question-answering-on-nq-natural-questions-2018-wikipedia-dump-dev.md>): Single-Hop Question Answering; NQ (Natural Questions) 2018 Wikipedia dump (dev).

- [Activation Reconstruction on Wikipedia activations Llama-3.1-8B](<https://www.sota2.com/research/sota/activation-reconstruction-on-wikipedia-activations-llama-3-1-8b.md>): Activation Reconstruction; Wikipedia activations Llama-3.1-8B.

- [Activation Reconstruction on Wikipedia activations Gemma-2-2B](<https://www.sota2.com/research/sota/activation-reconstruction-on-wikipedia-activations-gemma-2-2b.md>): Activation Reconstruction; Wikipedia activations Gemma-2-2B.

- [Question Answering on 2WikiMultiHopQA December 2018 Wikipedia dump (test)](<https://www.sota2.com/research/sota/question-answering-on-2wikimultihopqa-december-2018-wikipedia-dump-test.md>): Question Answering; 2WikiMultiHopQA December 2018 Wikipedia dump (test).