Changes

On December 3, 2024 at 11:03:39 AM UTC, admin:

Changed title to Wilds: A Benchmark of In-the-Wild Distribution Shifts (previously Wilds: A benchmark of in-the-wild distribution shifts)

Set author of Wilds: A Benchmark of In-the-Wild Distribution Shifts to P. W. Koh (previously Koh)

Updated description of Wilds: A Benchmark of In-the-Wild Distribution Shifts from
Wilds: A benchmark of in-the-wild distribution shifts
to
The dataset used in the paper is a collection of images for domain generalization tasks, including CIFAR-10-C, CIFAR-100-C, and Digit-DG.

Removed the following tags from Wilds: A Benchmark of In-the-Wild Distribution Shifts
- Distribution shift
- In-the-wild

Added the following tags to Wilds: A Benchmark of In-the-Wild Distribution Shifts

Changed value of field defined_in to https://doi.org/10.48550/arXiv.2207.03366 in Wilds: A Benchmark of In-the-Wild Distribution Shifts

Changed value of field extra_authors to [{'extra_author': 'S. Sagawa', 'orcid': ''}, {'extra_author': 'H. Marklund', 'orcid': ''}, {'extra_author': 'S. M. Xie', 'orcid': ''}, {'extra_author': 'M. Zhang', 'orcid': ''}, {'extra_author': 'A. Balsubramani', 'orcid': ''}, {'extra_author': 'W. Hu', 'orcid': ''}, {'extra_author': 'M. Yasunaga', 'orcid': ''}, {'extra_author': 'R. L. Phillips', 'orcid': ''}] in Wilds: A Benchmark of In-the-Wild Distribution Shifts

Changed value of field landing_page to https://arxiv.org/abs/2106.10258 in Wilds: A Benchmark of In-the-Wild Distribution Shifts

Deleted resource Original Metadata from Wilds: A Benchmark of In-the-Wild Distribution Shifts

              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "Koh", n 3   "author": "P. W. Koh",
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            n 7   "defined_in": "https://doi.org/10.48550/arXiv.2202.02155", n 7   "defined_in": "https://doi.org/10.48550/arXiv.2207.03366",
            8   "doi": "10.57702/oss3pxdn", 8   "doi": "10.57702/oss3pxdn",
            9   "doi_date_published": "2024-12-03", 9   "doi_date_published": "2024-12-03",
            10   "doi_publisher": "TIB", 10   "doi_publisher": "TIB",
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            13   "extra_authors": [ 13   "extra_authors": [
            14     { 14     {
            n 15       "extra_author": "Sagawa", n 15       "extra_author": "S. Sagawa",
            16       "orcid": "" 16       "orcid": ""
            17     }, 17     },
            18     { 18     {
            n 19       "extra_author": "Marklund", n 19       "extra_author": "H. Marklund",
            20       "orcid": "" 20       "orcid": ""
            21     }, 21     },
            22     { 22     {
            n 23       "extra_author": "Xie", n 23       "extra_author": "S. M. Xie",
            24       "orcid": "" 24       "orcid": ""
            25     }, 25     },
            26     { 26     {
            n 27       "extra_author": "Zhang", n 27       "extra_author": "M. Zhang",
            28       "orcid": "" 28       "orcid": ""
            29     }, 29     },
            30     { 30     {
            n 31       "extra_author": "Balsubramani", n 31       "extra_author": "A. Balsubramani",
            32       "orcid": ""
            33     },
            34     {
            35       "extra_author": "W. Hu",
            36       "orcid": ""
            37     },
            38     {
            39       "extra_author": "M. Yasunaga",
            40       "orcid": ""
            41     },
            42     {
            43       "extra_author": "R. L. Phillips",
            32       "orcid": "" 44       "orcid": ""
            33     } 45     }
            34   ], 46   ],
            35   "groups": [ 47   "groups": [
            36     { 48     {
            37       "description": "", 49       "description": "",
            n 38       "display_name": "Distribution shift", n 50       "display_name": "Domain Generalization",
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            40       "image_display_url": "", 52       "image_display_url": "",
            n 41       "name": "distribution-shift", n 53       "name": "domain-generalization",
            42       "title": "Distribution shift" 54       "title": "Domain Generalization"
            55     },
            56     {
            57       "description": "",
            58       "display_name": "Image Classification",
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            60       "image_display_url": "",
            61       "name": "image-classification",
            62       "title": "Image Classification"
            43     } 63     }
            44   ], 64   ],
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            46   "isopen": false, 66   "isopen": false,
            n 47   "landing_page": "https://doi.org/10.1109/ICML.2020.00024", n 67   "landing_page": "https://arxiv.org/abs/2106.10258",
            48   "license_title": null, 68   "license_title": null,
            49   "link_orkg": "", 69   "link_orkg": "",
            50   "metadata_created": "2024-12-03T10:41:49.502503", 70   "metadata_created": "2024-12-03T10:41:49.502503",
            n 51   "metadata_modified": "2024-12-03T10:41:49.829114", n 71   "metadata_modified": "2024-12-03T11:03:38.666358",
            52   "name": "wilds--a-benchmark-of-in-the-wild-distribution-shifts", 72   "name": "wilds--a-benchmark-of-in-the-wild-distribution-shifts",
            n 53   "notes": "Wilds: A benchmark of in-the-wild distribution shifts", n 73   "notes": "The dataset used in the paper is a collection of images 
            74 for domain generalization tasks, including CIFAR-10-C, CIFAR-100-C, 
            75 and Digit-DG.",
            54   "num_resources": 1, 76   "num_resources": 0,
            55   "num_tags": 2, 77   "num_tags": 5,
            56   "organization": { 78   "organization": {
            57     "approval_status": "approved", 79     "approval_status": "approved",
            58     "created": "2024-11-25T12:11:38.292601", 80     "created": "2024-11-25T12:11:38.292601",
            59     "description": "", 81     "description": "",
            60     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 82     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            61     "image_url": "", 83     "image_url": "",
            62     "is_organization": true, 84     "is_organization": true,
            63     "name": "no-organization", 85     "name": "no-organization",
            64     "state": "active", 86     "state": "active",
            65     "title": "No Organization", 87     "title": "No Organization",
            66     "type": "organization" 88     "type": "organization"
            67   }, 89   },
            68   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 90   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            69   "private": false, 91   "private": false,
            70   "relationships_as_object": [], 92   "relationships_as_object": [],
            71   "relationships_as_subject": [], 93   "relationships_as_subject": [],
            n 72   "resources": [ n 94   "resources": [],
            73     { 
            74       "cache_last_updated": null, 
            75       "cache_url": null, 
            76       "created": "2024-12-03T11:31:03", 
            77       "data": [ 
            78         "dcterms:title", 
            79         "dcterms:accessRights", 
            80         "dcterms:creator", 
            81         "dcterms:description", 
            82         "dcterms:issued", 
            83         "dcterms:language", 
            84         "dcterms:identifier", 
            85         "dcat:theme", 
            86         "dcterms:type", 
            87         "dcat:keyword", 
            88         "dcat:landingPage", 
            89         "dcterms:hasVersion", 
            90         "dcterms:format", 
            91         "mls:task", 
            92         "datacite:isDescribedBy" 
            93       ], 
            94       "description": "The json representation of the dataset with its  
            95 distributions based on DCAT.", 
            96       "format": "JSON", 
            97       "hash": "", 
            98       "id": "00324829-bcfa-499e-aeee-69a5d002b601", 
            99       "last_modified": "2024-12-03T10:41:49.821978", 
            100       "metadata_modified": "2024-12-03T10:41:49.831926", 
            101       "mimetype": "application/json", 
            102       "mimetype_inner": null, 
            103       "name": "Original Metadata", 
            104       "package_id": "540e62f8-05f7-4743-b812-ade76a2bad32", 
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            106       "resource_type": null, 
            107       "size": 673, 
            108       "state": "active", 
            109       "url":  
            110 resource/00324829-bcfa-499e-aeee-69a5d002b601/download/metadata.json", 
            111       "url_type": "upload" 
            112     } 
            113   ], 
            114   "services_used_list": "", 95   "services_used_list": "",
            115   "state": "active", 96   "state": "active",
            116   "tags": [ 97   "tags": [
            117     { 98     {
            n 118       "display_name": "Distribution shift", n 99       "display_name": "CIFAR-10-C",
            119       "id": "6e53914f-27a7-4d80-9e3a-742d90d294d1", 100       "id": "da6b48d7-db25-41e6-a9ac-45fc49c4775d",
            120       "name": "Distribution shift", 101       "name": "CIFAR-10-C",
            121       "state": "active", 102       "state": "active",
            122       "vocabulary_id": null 103       "vocabulary_id": null
            123     }, 104     },
            124     { 105     {
            n 125       "display_name": "In-the-wild", n 106       "display_name": "CIFAR-100-C",
            126       "id": "4a44fd1c-0fa5-4cd9-a64f-c736b441787c", 107       "id": "ac1d23eb-4e87-416a-85ce-a919740e2ca4",
            127       "name": "In-the-wild", 108       "name": "CIFAR-100-C",
            109       "state": "active",
            110       "vocabulary_id": null
            111     },
            112     {
            113       "display_name": "Digit-DG",
            114       "id": "441643f7-3342-4698-914b-74d004bd08b0",
            115       "name": "Digit-DG",
            116       "state": "active",
            117       "vocabulary_id": null
            118     },
            119     {
            120       "display_name": "Domain Generalization",
            121       "id": "809db944-47fb-4102-a30c-6181749f7f2a",
            122       "name": "Domain Generalization",
            123       "state": "active",
            124       "vocabulary_id": null
            125     },
            126     {
            127       "display_name": "Image Classification",
            128       "id": "418e2ddf-a1d3-42ac-ad05-156f79ca8e22",
            129       "name": "Image Classification",
            128       "state": "active", 130       "state": "active",
            129       "vocabulary_id": null 131       "vocabulary_id": null
            130     } 132     }
            131   ], 133   ],
            t 132   "title": "Wilds: A benchmark of in-the-wild distribution shifts", t 134   "title": "Wilds: A Benchmark of In-the-Wild Distribution Shifts",
            133   "type": "dataset", 135   "type": "dataset",
            134   "version": "" 136   "version": ""
            135 } 137 }