# Bamb

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

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

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

- [Question Answering on Bamboogle](<https://www.sota2.com/research/sota/question-answering-on-bamboogle.md>): Question Answering; Bamboogle.

- [Exact Match Evaluation on Multi-Hop Question Answering on Bamboogle](<https://www.sota2.com/research/sota/exact-match-evaluation-on-multi-hop-question-answering-on-bamboogle.md>): Multi-Hop Question Answering; Bamboogle.

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

- [Question Answering on Bamboogle (Exact Match (EM) Accuracy (%))](<https://www.sota2.com/research/sota/question-answering-on-bamboogle-exact-match-em-accuracy-percent.md>): Question Answering; Bamboogle.

- [Multi-Hop Question Answering on HotpotQA, 2Wiki, Musique, and Bamboogle (test)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-hotpotqa-2wiki-musique-and-bamboogle-test.md>): Multi-Hop Question Answering; Multi-Hop QA (HotpotQA, 2Wiki, Musique, Bamboogle) (test).

- [Multi-Hop Question Answering on HotpotQA, 2Wiki, Musique, and Bamboogle](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-hotpotqa-2wiki-musique-and-bamboogle.md>): Multi-Hop Question Answering; Multi-Hop QA (HotpotQA, 2Wiki, Musique, Bamboogle).

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

- [Question Answering on Bamboogle (EM)](<https://www.sota2.com/research/sota/question-answering-on-bamboogle-em.md>): Question Answering; Bamboogle.

- [Question Answering on Bamboogle (test)](<https://www.sota2.com/research/sota/question-answering-on-bamboogle-test.md>): Question Answering; Bamboogle (test).

- [Question Answering on NQ, TriviaQA, PopQA, HotpotQA, 2wiki, MuSiQue, Bamboogle](<https://www.sota2.com/research/sota/question-answering-on-nq-triviaqa-popqa-hotpotqa-2wiki-musique-bamboogle.md>): Question Answering; NQ, TriviaQA, PopQA, HotpotQA, 2wiki, MuSiQue, Bamboogle.

- [Multi-Hop Question Answering on Bamboogle (EM, F1, SD, SE)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-em-f1-sd-se.md>): Multi-Hop Question Answering; Bamboogle.

- [Multi-Hop Question Answering on Bamboogle (EM, F1)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-em-f1.md>): Multi-Hop Question Answering; Bamboogle.

- [Multi-Hop Question Answering on Bamboogle (test) (Exact Match (EM))](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-test-exact-match-em.md>): Multi-Hop Question Answering; Bamboogle (test).

- [Multi-Hop QA on Bamboogle (Exact Match (EM))](<https://www.sota2.com/research/sota/multi-hop-qa-on-bamboogle-exact-match-em.md>): Multi-Hop QA; Bamboogle.

- [Reasoning on Bamboogle](<https://www.sota2.com/research/sota/reasoning-on-bamboogle.md>): Reasoning; Bamboogle.

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

- [Error Detection on Bamboogle Full](<https://www.sota2.com/research/sota/error-detection-on-bamboogle-full.md>): Error Detection; Bamboogle Full.

- [Error Detection on Bamboogle](<https://www.sota2.com/research/sota/error-detection-on-bamboogle.md>): Error Detection; Bamboogle.

- [Open-domain QA on Bambogle v1 (out-of-domain)](<https://www.sota2.com/research/sota/open-domain-qa-on-bambogle-v1-out-of-domain.md>): Open-domain QA; Bambogle v1 (out-of-domain).

- [Open-domain QA on Overall QA Suite (NQ, TriviaQA, PopQA, HotpotQA, 2WikiMultiHopQA, MuSiQue, Bamboogle)](<https://www.sota2.com/research/sota/open-domain-qa-on-overall-qa-suite-nq-triviaqa-popqa-hotpotqa-2wikimultihopqa-musique-bamboogle.md>): Open-domain QA; Overall QA Suite (NQ, TriviaQA, PopQA, HotpotQA, 2WikiMultiHopQA, MuSiQue, Bamboogle).

- [Multi-Hop Question Answering on Bamb](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamb.md>): Multi-Hop Question Answering; Bamb.

- [Tool-integrated Reasoning on Computational and Knowledge-Intensive Reasoning Suite (test)](<https://www.sota2.com/research/sota/tool-integrated-reasoning-on-computational-and-knowledge-intensive-reasoning-suite-test.md>): Tool-integrated Reasoning; Computational and Knowledge-Intensive Reasoning Tasks (AIME24, AIME25, MATH500, GSM8K, MATH, WebWalker, HQA, 2Wiki., MuSiQ., Bamb.) latest (test).

- [Multi-hop QA on Bamboogle (EM, F1)](<https://www.sota2.com/research/sota/multi-hop-qa-on-bamboogle-em-f1.md>): Multi-hop QA; Bamboogle.

- [Multi-Hop Question Answering on Bamboogle (Exact Match (EM))](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-exact-match-em.md>): Multi-Hop Question Answering; Bamboogle.

- [Knowledge-Intensive Reasoning on Knowledge-Intensive Reasoning Suite (2Wiki, Bamb, HQA, MuSi, SimQA)](<https://www.sota2.com/research/sota/knowledge-intensive-reasoning-on-knowledge-intensive-reasoning-suite-2wiki-bamb-hqa-musi-simqa.md>): Knowledge-Intensive Reasoning; Knowledge-Intensive Reasoning Suite 2Wiki., Bamb., HQA, MuSi., SimQA.

- [Multi-hop QA on Bamboogle (Accuracy %)](<https://www.sota2.com/research/sota/multi-hop-qa-on-bamboogle-accuracy-percent.md>): Multi-Hop QA; Bamboogle.

- [Multi-Hop Question Answering on Bamboogle (F1, LasJ)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-f1-lasj.md>): Multi-Hop Question Answering; Bamboogle.

- [Accuracy on Multi-Hop Question Answering on Bamboogle (test)](<https://www.sota2.com/research/sota/accuracy-on-multi-hop-question-answering-on-bamboogle-test.md>): Multi-Hop Question Answering; Bamboogle (test).

- [Open-domain Question Answering on Bamboogle out-of-domain](<https://www.sota2.com/research/sota/open-domain-question-answering-on-bamboogle-out-of-domain.md>): Open-domain Question Answering; Bamboogle out-of-domain.

- [Multi-hop Question Answering on Bamboogle online Google Search API (test val)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-online-google-search-api-test-val.md>): Multi-hop Question Answering; Bamboogle online Google Search API (test val).

- [Multi-hop Question Answering on Bamboogle offline Wiki-18 (test val)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-offline-wiki-18-test-val.md>): Multi-hop Question Answering; Bamboogle offline Wiki-18 (test val).

- [Question Answering on Average (TriviaQA, HotpotQA, 2Wiki, Musique, Bamboogle)](<https://www.sota2.com/research/sota/question-answering-on-average-triviaqa-hotpotqa-2wiki-musique-bamboogle.md>): Question Answering; Average (TriviaQA, HotpotQA, 2Wiki, Musique, Bamboogle).

- [Confidence Calibration in Retrieval-Augmented Generation on Bamboogle k=5 OOD (test)](<https://www.sota2.com/research/sota/confidence-calibration-in-retrieval-augmented-generation-on-bamboogle-k-5-ood-test.md>): Confidence Calibration in Retrieval-Augmented Generation; Bamboogle k=5 OOD (test).

- [Calibration on Average (StrategyQA, HotpotQA, NQ, Bamboogle)](<https://www.sota2.com/research/sota/calibration-on-average-strategyqa-hotpotqa-nq-bamboogle.md>): Calibration; Average StrategyQA, HotpotQA, NQ, Bamboogle.

- [Calibration on Bamboogle](<https://www.sota2.com/research/sota/calibration-on-bamboogle.md>): Calibration; Bamboogle.

- [Multi-hop Question Answering on Average (2WikiMQA, Bamboogle, Frames, MuSiQue)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-average-2wikimqa-bamboogle-frames-musique.md>): Multi-hop Question Answering; Average (2WikiMQA, Bamboogle, Frames, MuSiQue).

- [Retrieval-Augmented Question Answering on DeepSearch Bamboogle](<https://www.sota2.com/research/sota/retrieval-augmented-question-answering-on-deepsearch-bamboogle.md>): Retrieval-Augmented Question Answering; DeepSearch Bamboogle.

- [Knowledge-Intensive Reasoning on Bamboogle (F1 score)](<https://www.sota2.com/research/sota/knowledge-intensive-reasoning-on-bamboogle-f1-score.md>): Knowledge-Intensive Reasoning; Bamboogle.

- [Multi-Hop Search-augmented Question Answering on Bamboogle (success rate %)](<https://www.sota2.com/research/sota/multi-hop-search-augmented-question-answering-on-bamboogle-success-rate-percent.md>): Multi-Hop Search-augmented Question Answering; Bamboogle.

- [Multi-hop Question Answering on Bamboogle (EM)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-em.md>): Multi-hop Question Answering; Bamboogle.

- [Multi-Hop Question Answering on Bamboogle (EM, LLM)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-em-llm.md>): Multi-Hop Question Answering; Bamboogle.

- [Multi-hop Question Answering on Bamboogle Wiki-18](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-wiki-18.md>): Multi-hop Question Answering; Bamboogle Wiki-18.

- [Multi-Hop Question Answering on Bamboogle (token-level F1)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-token-level-f1.md>): Multi-Hop Question Answering; Bamboogle.

- [Multi-hop Question Answering on Bamboogle (standard val)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-standard-val.md>): Multi-hop Question Answering; Bamboogle standard (val).

- [Multi-Hop Question Answering on Bamboogle (out-of-domain)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-out-of-domain.md>): Multi-Hop Question Answering; Bamboogle (out-of-domain).

- [Multi-hop Question Answering on Bamboogle out-of-domain (Exact Match)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-out-of-domain-exact-match.md>): Multi-hop Question Answering; Bamboogle out-of-domain.

- [Multi-hop Question Answering on Bamboogle (pass@1)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-pass-at-1.md>): Multi-hop Question Answering; Bamboogle.

- [Question Answering on SSP Evaluation Suite (DeepSeek-V3 V3.2 Judge)](<https://www.sota2.com/research/sota/question-answering-on-ssp-evaluation-suite-deepseek-v3-v3-2-judge.md>): Question Answering; SSP Evaluation Suite (NQ, TriviaQA, PopQA, HotpotQA, 2WikiMultiHopQA, MuSiQue, Bamboogle) Judge model DeepSeek-V3 V3.2.

- [Multi-Hop Question Answering on Bamboogle (EM, F1aware)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-em-f1aware.md>): Multi-Hop Question Answering; Bamboogle.

- [Question Answering on Bamboogle (Cover Exact Match)](<https://www.sota2.com/research/sota/question-answering-on-bamboogle-cover-exact-match.md>): Question Answering; Bamboogle.

- [Multi-Hop Question Answering on Bamb (F1 score)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamb-f1-score.md>): Multi-Hop Question Answering; Bamb.

- [Multi-hop Question Answering on Multi-hop QA Benchmarks (2WikiMultiHopQA, Bamboo, HotpotQA, MuSiQue, Natural Questions, PopQA, TriviaQA)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-multi-hop-qa-benchmarks-2wikimultihopqa-bamboo-hotpotqa-musique-natural-questions-popqa-triviaqa.md>): Multi-hop Question Answering; Multi-hop QA Benchmarks (2WikiMultiHopQA, Bamboo, HotpotQA, MuSiQue, Natural Questions, PopQA, TriviaQA).

- [Multi-hop Question Answering on Bamboogle (SR)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-sr.md>): Multi-hop Question Answering; Bamboogle.

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

- [AMR Similarity Consistency on BAMBOO (test)](<https://www.sota2.com/research/sota/amr-similarity-consistency-on-bamboo-test.md>): AMR Similarity Consistency; BAMBOO (test).

- [Multi-hop Question Answering on Bamboogle (EM, LJ)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-em-lj.md>): Multi-hop Question Answering; Bamboogle.

- [Question Answering on NQ, TriviaQA, PopQA, HotpotQA, 2wiki, Musique, Bamboogle, FictionalHot](<https://www.sota2.com/research/sota/question-answering-on-nq-triviaqa-popqa-hotpotqa-2wiki-musique-bamboogle-fictionalhot.md>): Question Answering; NQ, TriviaQA, PopQA, HotpotQA, 2wiki, Musique, Bamboogle, FictionalHot.

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

- [Question Answering on Average (PopQA, HotpotQA, 2Wiki, MuSiQue, Bamboogle)](<https://www.sota2.com/research/sota/question-answering-on-average-popqa-hotpotqa-2wiki-musique-bamboogle.md>): Question Answering; Average (PopQA, HotpotQA, 2Wiki, MuSiQue, Bamboogle).

- [Multi-hop Question Answering on Bamboogle OOD](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-ood.md>): Multi-hop Question Answering; Bamboogle OOD.

- [Knowledge-intensive reasoning on Bamboogle (F1, EM, TC)](<https://www.sota2.com/research/sota/knowledge-intensive-reasoning-on-bamboogle-f1-em-tc.md>): Knowledge-intensive reasoning; Bamboogle.

- [Question Answering on NQ, TriviaQA, PopQA, HotpotQA, 2WikiMQA, MuSiQue, Bamboogle](<https://www.sota2.com/research/sota/question-answering-on-nq-triviaqa-popqa-hotpotqa-2wikimqa-musique-bamboogle.md>): Question Answering; Combined NQ, TriviaQA, PopQA, HotpotQA, 2WikiMQA, MuSiQue, Bamboogle.

- [Aggregate Reasoning Benchmark (GSM8K, GSM-Hard, MATH, StrategyQA, Bamboogle, Coin, Letter, LB, Headline) (test)](<https://www.sota2.com/research/sota/aggregate-reasoning-benchmark-gsm8k-gsm-hard-math-strategyqa-bamboogle-coin-letter-lb-headline-test.md>): Reasoning; GSM8K, GSM-Hard, MATH, StrategyQA, Bamboogle, Coin, Letter, LB, Headline (test).

- [Multi-hop Question Answering on Average (MuSiQue, HotpotQA, 2WikiMQA, Bamboogle)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-average-musique-hotpotqa-2wikimqa-bamboogle.md>): Multi-hop Question Answering; Average (MuSiQue, HotpotQA, 2WikiMQA, Bamboogle).

- [Multi-Hop Question Answering on Bamboogle out-of-domain (val test)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-out-of-domain-val-test.md>): Multi-Hop Question Answering; Bamboogle out-of-domain (val test).

- [Open-Domain Question Answering on Bamboogle](<https://www.sota2.com/research/sota/open-domain-question-answering-on-bamboogle.md>): Open-Domain Question Answering; Bamboogle.

- [Multi-hop Question Answering on Bamboogle (EM, RAG Improvement)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-em-rag-improvement.md>): Multi-hop Question Answering; Bamboogle.

- [Multi-Hop Question Answering on Bamboogle (F1, Collapse Point)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-f1-collapse-point.md>): Multi-Hop Question Answering; Bamboogle.

- [Agentic Search on Bamboogle (String-F1)](<https://www.sota2.com/research/sota/agentic-search-on-bamboogle-string-f1.md>): Agentic Search; Bamboogle.

- [Question Answering on Bamboogle 125 QA pairs](<https://www.sota2.com/research/sota/question-answering-on-bamboogle-125-qa-pairs.md>): Question Answering; Bamboogle 125 QA pairs.

- [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).

- [Question Answering on Bamboo](<https://www.sota2.com/research/sota/question-answering-on-bamboo.md>): Question Answering; Bamboo.

- [Multi-hop Question Answering on Bamboogle out-of-domain (test)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-out-of-domain-test.md>): Multi-hop Question Answering; Bamboogle out-of-domain (test).

- [Question Answering on Bamboogle 500 samples (val)](<https://www.sota2.com/research/sota/question-answering-on-bamboogle-500-samples-val.md>): Question Answering; Bamboogle 500 samples (val).

- [Multi-Hop Question Answering on Bamboogle (OSR%)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-osr-percent.md>): Multi-Hop Question Answering; Bamboogle.

- [Long-context Reasoning on BAMBOO 16k](<https://www.sota2.com/research/sota/long-context-reasoning-on-bamboo-16k.md>): Long-context Reasoning; BAMBOO 16k.

- [Multi-Hop Search-Augmented QA on Bamboogle out-of-domain](<https://www.sota2.com/research/sota/multi-hop-search-augmented-qa-on-bamboogle-out-of-domain.md>): Multi-Hop Search-Augmented QA; Bamboogle out-of-domain.

- [Multi-Hop Question Answering on Bamboogle (CEM %)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-cem-percent.md>): Multi-Hop Question Answering; Bamboogle.

- [Multi-hop Question Answering on Bamboogle (Acc, LLM)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-bamboogle-acc-llm.md>): Multi-hop Question Answering; Bamboogle.

- [Agentic Search on Bamboogle](<https://www.sota2.com/research/sota/agentic-search-on-bamboogle.md>): Agentic Search; Bamboogle.