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staff:morris:graphkerneldatasets [2019-06-12 10:18] |
staff:morris:graphkerneldatasets [2019-09-30 10:18] |
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- | * **23.10.2018:** Added five new data set from [26]. | + | * **28.08.2019:** Added twenty-two new data sets from [28]. |
+ | * **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/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/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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[26] [[https://github.com/shiruipan/graph_datasets|A Repository of Benchmark Graph Datasets for Graph Classification]] | [26] [[https://github.com/shiruipan/graph_datasets|A Repository of Benchmark Graph Datasets for Graph Classification]] | ||
+ | |||
+ | [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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==== Contact ==== | ==== Contact ==== | ||