# Repetition

Source: [Repetition](<https://www.sota2.com/research/task/repetition>)

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

- [Video Repetition Counting on UCFRep (test)](<https://www.sota2.com/research/sota/video-repetition-counting-on-ucfrep-test.md>): Video Repetition Counting; UCFRep (test).

- [Repetition Mitigation on NQ](<https://www.sota2.com/research/sota/repetition-mitigation-on-nq.md>): Repetition Mitigation; NQ.

- [Repetition Mitigation on AQ](<https://www.sota2.com/research/sota/repetition-mitigation-on-aq.md>): Repetition Mitigation; AQ.

- [Repetition Mitigation on EQ](<https://www.sota2.com/research/sota/repetition-mitigation-on-eq.md>): Repetition Mitigation; EQ.

- [Repetition on Copyrighted Content without copyright notice 1.0 (test)](<https://www.sota2.com/research/sota/repetition-on-copyrighted-content-without-copyright-notice-1-0-test.md>): Repetition; Copyrighted Content without copyright notice 1.0 (test).

- [Repetition Reduction on WikiText-103 (test)](<https://www.sota2.com/research/sota/repetition-reduction-on-wikitext-103-test.md>): Repetition reduction; WikiText-103 (test).

- [Visual Repetition Counting on RepCount benchmark split](<https://www.sota2.com/research/sota/visual-repetition-counting-on-repcount-benchmark-split.md>): Visual Repetition Counting; RepCount benchmark split.

- [Response Repetition Rate Evaluation on JailbreakBench (JBB) (test)](<https://www.sota2.com/research/sota/response-repetition-rate-evaluation-on-jailbreakbench-jbb-test.md>): Response Repetition Rate Evaluation; JailbreakBench (JBB) (test).

- [Repetition Counting on Mo-RepCount](<https://www.sota2.com/research/sota/repetition-counting-on-mo-repcount.md>): Repetition Counting; Mo-RepCount.

- [Repetition Count on TGIF-QA (test)](<https://www.sota2.com/research/sota/repetition-count-on-tgif-qa-test.md>): Repetition Count; TGIF-QA (test).

- [Video Repetition Counting on Countix (test)](<https://www.sota2.com/research/sota/video-repetition-counting-on-countix-test.md>): Video Repetition Counting; Countix (test).

- [Video Repetition Counting on Countix](<https://www.sota2.com/research/sota/video-repetition-counting-on-countix.md>): Video Repetition Counting; Countix.

- [Repetition Counting on QUVA](<https://www.sota2.com/research/sota/repetition-counting-on-quva.md>): Repetition Counting; QUVA.

- [Response Repetition Rate Evaluation on HarmBench (test)](<https://www.sota2.com/research/sota/response-repetition-rate-evaluation-on-harmbench-test.md>): Response Repetition Rate Evaluation; HarmBench (test).

- [Response Repetition Rate Evaluation on AdvBench Adv (test)](<https://www.sota2.com/research/sota/response-repetition-rate-evaluation-on-advbench-adv-test.md>): Response Repetition Rate Evaluation; AdvBench Adv (test).

- [Music Repetition Detection on ABC notation generated samples](<https://www.sota2.com/research/sota/music-repetition-detection-on-abc-notation-generated-samples.md>): Music Repetition Detection; ABC notation generated samples.

- [Visual Repetition Counting on RepCount open set](<https://www.sota2.com/research/sota/visual-repetition-counting-on-repcount-open-set.md>): Visual Repetition Counting; RepCount open set.

- [Repetition Counting on RepCount part-B (test)](<https://www.sota2.com/research/sota/repetition-counting-on-repcount-part-b-test.md>): Repetition Counting; RepCount part-B (test).

- [Repetition Mitigation on BadCase 3 (test)](<https://www.sota2.com/research/sota/repetition-mitigation-on-badcase-3-test.md>): Repetition Mitigation; BadCase 3 (test).

- [Repetition Mitigation on BadCase 2 (test)](<https://www.sota2.com/research/sota/repetition-mitigation-on-badcase-2-test.md>): Repetition Mitigation; BadCase 2 (test).

- [Repetition Mitigation on BadCase 30 cases 1 (test)](<https://www.sota2.com/research/sota/repetition-mitigation-on-badcase-30-cases-1-test.md>): Repetition Mitigation; BadCase 30 cases 1 (test).

- [Aphasia Severity Prediction (Repetition) on AphasiaBank](<https://www.sota2.com/research/sota/aphasia-severity-prediction-repetition-on-aphasiabank.md>): Aphasia severity prediction (Repetition); AphasiaBank.