Evaluation Dataset;Subset;Contaminated Source;Model or corpus;Train Split;Development Split;Test Split;Approach;Reference;PR allenai/ai2_arc;;CommonCrawl;corpus;;;28.7;data-based;https://arxiv.org/abs/2310.17589;5 tau/commonsense_qa;;CommonCrawl;corpus;;1.6;;data-based;https://arxiv.org/abs/2310.17589;5 winogrande;;CommonCrawl;corpus;;1.1;;data-based;https://arxiv.org/abs/2310.17589;5 ceval/ceval-exam;;CommonCrawl;corpus;;45.8;;data-based;https://arxiv.org/abs/2310.17589;5 Rowan/hellaswag;;CommonCrawl;corpus;;12.4;;data-based;https://arxiv.org/abs/2310.17589;5 cais/mmlu;;CommonCrawl;corpus;;;29.1;data-based;https://arxiv.org/abs/2310.17589;5 conll2003;;GPT-3.5;model;100.0;100.0;100.0;model-based;https://hitz-zentroa.github.io/lm-contamination/blog/;7 nyu-mll/glue;mnli;GPT-3.5;model;100.0;100.0;;model-based;https://hitz-zentroa.github.io/lm-contamination/blog/;7 rajpurkar/squad_v2;;GPT-3.5;model;100.0;100.0;;model-based;https://hitz-zentroa.github.io/lm-contamination/blog/;7 lama;T-REx;allenai/c4;corpus;;;4.6;data-based;https://arxiv.org/abs/2104.08758;6 lama;Google-RE;allenai/c4;corpus;;;5.7;data-based;https://arxiv.org/abs/2104.08758;6 EdinburghNLP/xsum;;allenai/c4;corpus;;;15.49;data-based;https://arxiv.org/abs/2104.08758;6 reddit_tifu;short;allenai/c4;corpus;;;24.88;data-based;https://arxiv.org/abs/2104.08758;6 reddit_tifu;long;allenai/c4;corpus;;;1.87;data-based;https://arxiv.org/abs/2104.08758;6 wiki_bio;;allenai/c4;corpus;;;3.72;data-based;https://arxiv.org/abs/2104.08758;6 AMR-to-Text;;allenai/c4;corpus;;;10.43;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;BoolQ;allenai/c4;corpus;;;2.4;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;CoLA;allenai/c4;corpus;;;14.4;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;MNLI-hypothesis;allenai/c4;corpus;;;14.2;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;MNLI-premise;allenai/c4;corpus;;;15.2;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;MRPC-sentence-1;allenai/c4;corpus;;;2.7;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;MRPC-sentence-2;allenai/c4;corpus;;;2.7;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;QNLI-sentence;allenai/c4;corpus;;;53.6;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;QNLI-question;allenai/c4;corpus;;;1.8;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;RTE-sentence-1;allenai/c4;corpus;;;6;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;RTE-sentence-2;allenai/c4;corpus;;;10.8;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;SST-2;allenai/c4;corpus;;;11;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;STS-B-sentence-1;allenai/c4;corpus;;;18.3;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;STS-B-sentence-2;allenai/c4;corpus;;;18.6;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;WNLI-sentence-1;allenai/c4;corpus;;;4.8;data-based;https://arxiv.org/abs/2104.08758;6 nyu-mll/glue;WNLI-sentence-2;allenai/c4;corpus;;;2.1;data-based;https://arxiv.org/abs/2104.08758;6 UCLNLP/adversarial_qa;adversarialQA;allenai/c4;corpus;;;0.03;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;adversarialQA;oscar-corpus/OSCAR-2301;corpus;;;0.03;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;adversarialQA;EleutherAI/pile;corpus;;;0.03;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;adversarialQA;togethercomputer/RedPajama-Data-V2;corpus;;;0.03;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;dbert;allenai/c4;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;dbert;oscar-corpus/OSCAR-2301;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;dbert;EleutherAI/pile;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;dbert;togethercomputer/RedPajama-Data-V2;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;dbidaf;allenai/c4;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;dbidaf;oscar-corpus/OSCAR-2301;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;dbidaf;EleutherAI/pile;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;dbidaf;togethercomputer/RedPajama-Data-V2;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;droberta;allenai/c4;corpus;;;0.1;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;droberta;oscar-corpus/OSCAR-2301;corpus;;;0.1;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;droberta;EleutherAI/pile;corpus;;;0.1;data-based;https://arxiv.org/abs/2310.20707;2 UCLNLP/adversarial_qa;droberta;togethercomputer/RedPajama-Data-V2;corpus;;;0.1;data-based;https://arxiv.org/abs/2310.20707;2 aeslc;;allenai/c4;corpus;;;1.57;data-based;https://arxiv.org/abs/2310.20707;2 aeslc;;oscar-corpus/OSCAR-2301;corpus;;;0.31;data-based;https://arxiv.org/abs/2310.20707;2 aeslc;;EleutherAI/pile;corpus;;;45.49;data-based;https://arxiv.org/abs/2310.20707;2 aeslc;;togethercomputer/RedPajama-Data-V2;corpus;;;0.1;data-based;https://arxiv.org/abs/2310.20707;2 amazon_reviews_multi;;allenai/c4;corpus;;;2.28;data-based;https://arxiv.org/abs/2310.20707;2 amazon_reviews_multi;;oscar-corpus/OSCAR-2301;corpus;;;2.1;data-based;https://arxiv.org/abs/2310.20707;2 amazon_reviews_multi;;EleutherAI/pile;corpus;;;1.48;data-based;https://arxiv.org/abs/2310.20707;2 amazon_reviews_multi;;togethercomputer/RedPajama-Data-V2;corpus;;;2.06;data-based;https://arxiv.org/abs/2310.20707;2 billsum;;allenai/c4;corpus;;;0.06;data-based;https://arxiv.org/abs/2310.20707;2 billsum;;oscar-corpus/OSCAR-2301;corpus;;;0.06;data-based;https://arxiv.org/abs/2310.20707;2 billsum;;EleutherAI/pile;corpus;;;0.03;data-based;https://arxiv.org/abs/2310.20707;2 billsum;;togethercomputer/RedPajama-Data-V2;corpus;;;0.06;data-based;https://arxiv.org/abs/2310.20707;2 cosmos_qa;;allenai/c4;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 cosmos_qa;;oscar-corpus/OSCAR-2301;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 cosmos_qa;;EleutherAI/pile;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 cosmos_qa;;togethercomputer/RedPajama-Data-V2;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 crows_pairs;;allenai/c4;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 crows_pairs;;oscar-corpus/OSCAR-2301;corpus;;;0.2;data-based;https://arxiv.org/abs/2310.20707;2 crows_pairs;;EleutherAI/pile;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 crows_pairs;;togethercomputer/RedPajama-Data-V2;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 ibm/duorc;ParaphraseRC;allenai/c4;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 ibm/duorc;ParaphraseRC;oscar-corpus/OSCAR-2301;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 ibm/duorc;ParaphraseRC;EleutherAI/pile;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 ibm/duorc;ParaphraseRC;togethercomputer/RedPajama-Data-V2;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 ibm/duorc;SelfRC;allenai/c4;corpus;;;0.01;data-based;https://arxiv.org/abs/2310.20707;2 ibm/duorc;SelfRC;oscar-corpus/OSCAR-2301;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 ibm/duorc;SelfRC;EleutherAI/pile;corpus;;;0.02;data-based;https://arxiv.org/abs/2310.20707;2 ibm/duorc;SelfRC;togethercomputer/RedPajama-Data-V2;corpus;;;0.02;data-based;https://arxiv.org/abs/2310.20707;2 esnli;;allenai/c4;corpus;;;0.04;data-based;https://arxiv.org/abs/2310.20707;2 esnli;;oscar-corpus/OSCAR-2301;corpus;;;0.08;data-based;https://arxiv.org/abs/2310.20707;2 esnli;;EleutherAI/pile;corpus;;;1.13;data-based;https://arxiv.org/abs/2310.20707;2 esnli;;togethercomputer/RedPajama-Data-V2;corpus;;;1.24;data-based;https://arxiv.org/abs/2310.20707;2 gigaword;;allenai/c4;corpus;;;0.15;data-based;https://arxiv.org/abs/2310.20707;2 gigaword;;oscar-corpus/OSCAR-2301;corpus;;;0.36;data-based;https://arxiv.org/abs/2310.20707;2 gigaword;;EleutherAI/pile;corpus;;;1.18;data-based;https://arxiv.org/abs/2310.20707;2 gigaword;;togethercomputer/RedPajama-Data-V2;corpus;;;2.82;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;ax;allenai/c4;corpus;;;1.99;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;ax;oscar-corpus/OSCAR-2301;corpus;;;1.45;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;ax;EleutherAI/pile;corpus;;;5.07;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;ax;togethercomputer/RedPajama-Data-V2;corpus;;;6.16;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;mnli-matched;allenai/c4;corpus;;;1.65;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;mnli-matched;oscar-corpus/OSCAR-2301;corpus;;;1.77;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;mnli-matched;EleutherAI/pile;corpus;;;2.17;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;mnli-matched;togethercomputer/RedPajama-Data-V2;corpus;;;2.26;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;mnli-mismatched;allenai/c4;corpus;;;1.73;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;mnli-mismatched;oscar-corpus/OSCAR-2301;corpus;;;1.91;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;mnli-mismatched;EleutherAI/pile;corpus;;;2.11;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;mnli-mismatched;togethercomputer/RedPajama-Data-V2;corpus;;;2.17;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;mrpc;allenai/c4;corpus;;;0.06;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;mrpc;oscar-corpus/OSCAR-2301;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;mrpc;EleutherAI/pile;corpus;;;0.64;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;mrpc;togethercomputer/RedPajama-Data-V2;corpus;;;1.16;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;qnli;allenai/c4;corpus;;;0.13;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;qnli;oscar-corpus/OSCAR-2301;corpus;;;0.04;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;qnli;EleutherAI/pile;corpus;;;1.48;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;qnli;togethercomputer/RedPajama-Data-V2;corpus;;;1.21;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;rte;allenai/c4;corpus;;;0.2;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;rte;oscar-corpus/OSCAR-2301;corpus;;;0.17;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;rte;EleutherAI/pile;corpus;;;0.13;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;rte;togethercomputer/RedPajama-Data-V2;corpus;;;67.47;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;stsb;allenai/c4;corpus;;;3.48;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;stsb;oscar-corpus/OSCAR-2301;corpus;;;3.12;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;stsb;EleutherAI/pile;corpus;;;11.09;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;stsb;togethercomputer/RedPajama-Data-V2;corpus;;;9.86;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;wnli;allenai/c4;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;wnli;oscar-corpus/OSCAR-2301;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;wnli;EleutherAI/pile;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 nyu-mll/glue;wnli;togethercomputer/RedPajama-Data-V2;corpus;;;2.05;data-based;https://arxiv.org/abs/2310.20707;2 head_qa;en;allenai/c4;corpus;;;5.22;data-based;https://arxiv.org/abs/2310.20707;2 head_qa;en;oscar-corpus/OSCAR-2301;corpus;;;5.29;data-based;https://arxiv.org/abs/2310.20707;2 head_qa;en;EleutherAI/pile;corpus;;;5.11;data-based;https://arxiv.org/abs/2310.20707;2 head_qa;en;togethercomputer/RedPajama-Data-V2;corpus;;;5.94;data-based;https://arxiv.org/abs/2310.20707;2 health_fact;;allenai/c4;corpus;;;7.53;data-based;https://arxiv.org/abs/2310.20707;2 health_fact;;oscar-corpus/OSCAR-2301;corpus;;;3.4;data-based;https://arxiv.org/abs/2310.20707;2 health_fact;;EleutherAI/pile;corpus;;;1.94;data-based;https://arxiv.org/abs/2310.20707;2 health_fact;;togethercomputer/RedPajama-Data-V2;corpus;;;18.7;data-based;https://arxiv.org/abs/2310.20707;2 hlgd;;allenai/c4;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 hlgd;;oscar-corpus/OSCAR-2301;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 hlgd;;EleutherAI/pile;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 hlgd;;togethercomputer/RedPajama-Data-V2;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 liar;;allenai/c4;corpus;;;29.23;data-based;https://arxiv.org/abs/2310.20707;2 liar;;oscar-corpus/OSCAR-2301;corpus;;;13.95;data-based;https://arxiv.org/abs/2310.20707;2 liar;;EleutherAI/pile;corpus;;;10.91;data-based;https://arxiv.org/abs/2310.20707;2 liar;;togethercomputer/RedPajama-Data-V2;corpus;;;45.05;data-based;https://arxiv.org/abs/2310.20707;2 math_dataset;algebra__linear_1d;allenai/c4;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 math_dataset;algebra__linear_1d;oscar-corpus/OSCAR-2301;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 math_dataset;algebra__linear_1d;EleutherAI/pile;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 math_dataset;algebra__linear_1d;togethercomputer/RedPajama-Data-V2;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 math_dataset;algebra__linear_2d;allenai/c4;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 math_dataset;algebra__linear_2d;oscar-corpus/OSCAR-2301;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 math_dataset;algebra__linear_2d;EleutherAI/pile;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 math_dataset;algebra__linear_2d;togethercomputer/RedPajama-Data-V2;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 math_dataset;algebra__linear_2d_composed;allenai/c4;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 math_dataset;algebra__linear_2d_composed;oscar-corpus/OSCAR-2301;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 math_dataset;algebra__linear_2d_composed;EleutherAI/pile;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 math_dataset;algebra__linear_2d_composed;togethercomputer/RedPajama-Data-V2;corpus;;;0.0;data-based;https://arxiv.org/abs/2310.20707;2 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EdinburghNLP/xsum;;GPT-3.5;model;0.0;;100.0;model-based;https://arxiv.org/pdf/2308.08493;3 bigbio/mednli;;GPT-4;model;0.0;0.0;0.0;model-based;https://arxiv.org/pdf/2308.08493;8 bigbio/mednli;;GPT-3.5;model;0.0;0.0;0.0;model-based;https://arxiv.org/pdf/2308.08493;8 RadNLI;;GPT-4;model;0.0;0.0;0.0;model-based;https://arxiv.org/pdf/2308.08493;8 RadNLI;;GPT-3.5;model;0.0;0.0;0.0;model-based;https://arxiv.org/pdf/2308.08493;8 openai_humaneval;;GPT-4;model;;;25.0;data-based;https://arxiv.org/abs/2303.08774; ucinlp/drop;;GPT-4;model;;21.0;;data-based;https://arxiv.org/abs/2303.08774;