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staff:morris:graphkerneldatasets [2019-07-09 22:00]
Christopher Morris [Benchmark Data Sets for Graph Kernels]
staff:morris:graphkerneldatasets [2019-09-30 10:18] (current)
Franka Bause [Benchmark Data Sets for Graph Kernels]
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 <WRAP center round tip 60%> <WRAP center round tip 60%>
-  * **09.07.2019:​** Added two new data set from [27]. +  ​* **28.08.2019:​** Added twenty-two new data sets from [28]. 
-  * **23.10.2018:​** Added five new data set from [26].+  ​* **09.07.2019:​** Added two new data sets from [27]. 
 +  * **23.10.2018:​** Added five new data sets from [26].
   * **13.02.2018:​** Added Cuneiform data set from [25].   * **13.02.2018:​** Added Cuneiform data set from [25].
   * **11.05.2017:​** Added twelve new data sets from [24].   * **11.05.2017:​** Added twelve new data sets from [24].
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 ^COIL-RAG|[16,​18]| 3900 |100| 3.01 | 3.02 |--|--|+ (64)|+ (1)|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​COIL-RAG.zip|COIL-RAG]]| ^COIL-RAG|[16,​18]| 3900 |100| 3.01 | 3.02 |--|--|+ (64)|+ (1)|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​COIL-RAG.zip|COIL-RAG]]|
 ^COLLAB|[14]| 5000 |3|74.49 | 2457.78|--|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​COLLAB.zip|COLLAB]]| ^COLLAB|[14]| 5000 |3|74.49 | 2457.78|--|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​COLLAB.zip|COLLAB]]|
-^COLORS-3|[27]|10500|11|61.31|91.03|--|--|+ (4)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​TRIANGLES.zip|TRIANGLES]]|+^COLORS-3|[27]|10500|11|61.31|91.03|--|--|+ (4)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​COLORS-3.zip|COLORS-3]]|
 ^COX2|[7]| 467 |2|41.22 |43.45|+|--|+ (3)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​COX2.zip|COX2]]| ^COX2|[7]| 467 |2|41.22 |43.45|+|--|+ (3)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​COX2.zip|COX2]]|
 ^COX2_MD|[7,​23]| 303 |2|26.28|335.12|+|+|--|+ (1)|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​COX2_MD.zip|COX2_MD]]| ^COX2_MD|[7,​23]| 303 |2|26.28|335.12|+|+|--|+ (1)|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​COX2_MD.zip|COX2_MD]]|
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 ^Letter-low|[16]| 2250 |15| 4.68 |3.13 |--|--|+ (2)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​Letter-low.zip|Letter-low]]| ^Letter-low|[16]| 2250 |15| 4.68 |3.13 |--|--|+ (2)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​Letter-low.zip|Letter-low]]|
 ^Letter-med|[16]| 2250 |15| 4.67 |4.50 |--|--|+ (2)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​Letter-med.zip|Letter-med]]| ^Letter-med|[16]| 2250 |15| 4.67 |4.50 |--|--|+ (2)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​Letter-med.zip|Letter-med]]|
 +^MCF-7|[28]| 27770 |2|26.39| 28.52 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​MCF-7.zip|MCF-7]]|
 +^MCF-7H|[28]| 27770 |2|47.30| 49.43 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​MCF-7H.zip|MCF-7H]]|
 +^MOLT-4|[28]| 39765 |2|26.09| 28.13 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​MOLT-4.zip|MOLT-4]]|
 +^MOLT-4H|[28]| 39765 |2|46.70| 48.73 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​MOLT-4H.zip|MOLT-4H]]|
 ^Mutagenicity|[16,​20]| 4337 |2| 30.32 | 30.77 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​Mutagenicity.zip|Mutagenicity]]| ^Mutagenicity|[16,​20]| 4337 |2| 30.32 | 30.77 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​Mutagenicity.zip|Mutagenicity]]|
 ^MSRC_9|[13]| 221 |8|40.58| 97.94 |+|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​MSRC_9.zip|MSCR_9]]| ^MSRC_9|[13]| 221 |8|40.58| 97.94 |+|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​MSRC_9.zip|MSCR_9]]|
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 ^NCI1|[8,​9,​22]| 4110 |2|29.87|32.30|+|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​NCI1.zip|NCI1]]| ^NCI1|[8,​9,​22]| 4110 |2|29.87|32.30|+|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​NCI1.zip|NCI1]]|
 ^NCI109|[8,​9,​22]| 4127 |2|29.68| 32.13 |+|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​NCI109.zip|NCI109]]| ^NCI109|[8,​9,​22]| 4127 |2|29.68| 32.13 |+|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​NCI109.zip|NCI109]]|
 +^NCI-H23|[28]| 40353 |2|26.07| 28.10 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​NCI-H23.zip|NCI-H23]]|
 +^NCI-H23H|[28]| 40353 |2|46.67| 48.69 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​NCI-H23H.zip|NCI-H23H]]|
 ^OHSU|[26]|79|2 |82.01|199.66|+|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​OHSU.zip|OHSU]]| ^OHSU|[26]|79|2 |82.01|199.66|+|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​OHSU.zip|OHSU]]|
 +^OVCAR-8|[28]| 40516 |2|26.07| 28.10 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​OVCAR-8.zip|OVCAR-8]]|
 +^OVCAR-8H|[28]| 40516 |2|46.67| 48.70 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​OVCAR-8H.zip|OVCAR-8H]]|
 +^P388|[28]| 41472 |2|22.11| 23.55 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​P388.zip|P388]]|
 +^P388H|[28]| 41472 |2|40.44| 41.88 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​P388H.zip|P388H]]|
 +^PC-3|[28]| 27509 |2|26.35| 28.49 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​PC-3.zip|PC-3]]|
 +^PC-3H|[28]| 27509 |2|47.19| 49.32 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​PC-3H.zip|PC-3H]]|
 ^Peking_1|[26]|85|2 |39.31|77.35|+|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​Peking_1.zip|Peking_1]]| ^Peking_1|[26]|85|2 |39.31|77.35|+|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​Peking_1.zip|Peking_1]]|
 ^PTC_FM|[2,​23]| 349 |2|14.11|14.48|+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​PTC_FM.zip|PTC_FM]]| ^PTC_FM|[2,​23]| 349 |2|14.11|14.48|+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​PTC_FM.zip|PTC_FM]]|
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 ^REDDIT-MULTI-5K|[14]| 4999 | 5 |508.52 | 594.87 |--|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​REDDIT-MULTI-5K.zip|REDDIT-MULTI-5K]]| ^REDDIT-MULTI-5K|[14]| 4999 | 5 |508.52 | 594.87 |--|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​REDDIT-MULTI-5K.zip|REDDIT-MULTI-5K]]|
 ^REDDIT-MULTI-12K|[14]| 11929 | 11 | 391.41 | 456.89 |--|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​REDDIT-MULTI-12K.zip|REDDIT-MULTI-12K]]| ^REDDIT-MULTI-12K|[14]| 11929 | 11 | 391.41 | 456.89 |--|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​REDDIT-MULTI-12K.zip|REDDIT-MULTI-12K]]|
 +^SF-295|[28]| 40271 |2|26.06| 28.08 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​SF-295.zip|SF-295]]|
 +^SF-295H|[28]| 40271 |2|46.65| 48.68 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​SF-295H.zip|SF-295H]]|
 +^SN12C|[28]| 40004 |2|26.08| 28.11 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​SN12C.zip|SN12C]]|
 +^SN12CH|[28]| 40004 |2|46.69| 48.71 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​SN12CH.zip|SN12CH]]|
 +^SW-620|[28]| 40532 |2|26.05| 28.08 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​SW-620.zip|SW-620]]|
 +^SW-620H|[28]| 40532 |2|46.62| 48.65 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​SW-620H.zip|SW-620H]]|
 ^SYNTHETIC|[3]| 300 |2|100.00| 196.00|--|--|+ (1)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​SYNTHETIC.zip|SYNTHETIC]]| ^SYNTHETIC|[3]| 300 |2|100.00| 196.00|--|--|+ (1)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​SYNTHETIC.zip|SYNTHETIC]]|
 ^SYNTHETICnew|[3,​10]| 300 |2|100.00| 196.25|--|--|+ (1)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​SYNTHETICnew.zip|SYNTHETICnew]]| ^SYNTHETICnew|[3,​10]| 300 |2|100.00| 196.25|--|--|+ (1)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​SYNTHETICnew.zip|SYNTHETICnew]]|
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 ^Tox21_p53|[24]|8634|2 |17.79|18.19|+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​Tox21_p53.zip|Tox21_p53]]| ^Tox21_p53|[24]|8634|2 |17.79|18.19|+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​Tox21_p53.zip|Tox21_p53]]|
 ^Tox21_PPAR-gamma|[24]|8184|2 |17.23|17.55|+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​Tox21_PPAR-gamma.zip|Tox21_PPAR-gamma]]| ^Tox21_PPAR-gamma|[24]|8184|2 |17.23|17.55|+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​Tox21_PPAR-gamma.zip|Tox21_PPAR-gamma]]|
-^TRIANGLES|[27]|45000|10|20.85|32.74|--|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​COLORS-3.zip|COLORS-3]]|+^TRIANGLES|[27]|45000|10|20.85|32.74|--|--|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​TRIANGLES.zip|TRIANGLES]]|
 ^TWITTER-Real-Graph-Partial|[26]|144033|2 |4.03|4.98|+|--|--|+ (1)|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​TWITTER-Real-Graph-Partial.zip|TWITTER-Real-Graph-Partial]]| ^TWITTER-Real-Graph-Partial|[26]|144033|2 |4.03|4.98|+|--|--|+ (1)|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​TWITTER-Real-Graph-Partial.zip|TWITTER-Real-Graph-Partial]]|
 +^UACC257|[28]| 39988 |2|26.09| 28.12 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​UACC257.zip|UACC257]]|
 +^UACC257H|[28]| 39988 |2|46.68| 48.71 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​UACC257H.zip|UACC257H]]|
 +^Yeast|[28]| 79601 |2|21.54| 22.84 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​Yeast.zip|Yeast]]|
 +^YeastH|[28]| 79601 |2|39.44| 40.74 |+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​YeastH.zip|YeastH]]|
 ^ | ||||||||| |  ^ | ||||||||| | 
 ^//All Data Sets// | |||||||||[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​DS_all.zip|DS_all]]| ^//All Data Sets// | |||||||||[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​DS_all.zip|DS_all]]|
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 [27] Boris Knyazev, Graham W. Taylor, Mohamed R. Amer. [[https://​arxiv.org/​abs/​1905.02850|Understanding Attention and Generalization in Graph Neural Networks]] [27] Boris Knyazev, Graham W. Taylor, Mohamed R. Amer. [[https://​arxiv.org/​abs/​1905.02850|Understanding Attention and Generalization in Graph Neural Networks]]
 +
 +[28] [[https://​sites.cs.ucsb.edu/​~xyan/​dataset.htm|Chemical DataSets]]
  
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Last modified: 2019-07-09 22:00 by Christopher Morris
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