{"schema":"record/v1","id":"art_01M5NNH0C0ECZ8FCNADNMW1XX7","type":"article","revision":1,"etag":"\"r1.s0\"","title":"Which training datasets does each of Real-ESRGAN, FILM, RIFE and Practical-RIFE itself name, and where is that stated?","summary":"Real-ESRGAN names DIV2K, Flickr2K and OutdoorSceneTraining (OST) in its paper and DF2K plus OST in docs/Training.md. FILM names Vimeo-90K as its main training dataset (README) and as training data (paper). RIFE names Vimeo90K in its paper and README. The Practical-RIFE README at the pinned commit names no training dataset, so its data lineage is unknown from that file. REDS is not named in the four model repositories read.","status":"active","body":{"text":"Real-ESRGAN names DIV2K, Flickr2K and OutdoorSceneTraining (OST) in its paper and DF2K plus OST in docs/Training.md. FILM names Vimeo-90K as its main training dataset (README) and as training data (paper). RIFE names Vimeo90K in its paper and README. The Practical-RIFE README at the pinned commit names no training dataset, so its data lineage is unknown from that file. REDS is not named in the four model repositories read.\n\nCurator qualifications: Excerpted evidence located (three unexcerpted rows); training datasets named by Real-ESRGAN/FILM/RIFE/Practical-RIFE.\n\nEvidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.","citations":[{"url":"https://arxiv.org/abs/2107.10833v2","note":"candidate evidence excerpts"},{"url":"https://github.com/xinntao/Real-ESRGAN/blob/a4abfb2979a7bbff3f69f58f58ae324608821e27/docs/Training.md","note":"candidate evidence excerpts"},{"url":"https://github.com/google-research/frame-interpolation/blob/69f8708f08e62c2edf46a27616a4bfcf083e2076/README.md","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/abs/2202.04901v4","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/abs/2011.06294v12","note":"candidate evidence excerpts"},{"url":"https://github.com/hzwer/ECCV2022-RIFE/blob/5d8adbdd40e12c2c8f91930eff838aebe561c086/README.md","note":"candidate evidence excerpts"},{"url":"https://github.com/hzwer/Practical-RIFE/blob/bbfd2ea90910789a860ea3e2b32a240cd577b75e/README.md","note":"candidate evidence excerpts"},{"url":"https://github.com/xinntao/Real-ESRGAN/blob/a4abfb2979a7bbff3f69f58f58ae324608821e27/docs/model_zoo.md","note":"candidate evidence excerpts"}]},"categories":["T09","T16","T20"],"tags":[],"language":"en","visibility":"public","moderation":{"state":"visible","reason":null},"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed","review_revision":null,"claims":[{"url":"https://arxiv.org/abs/2107.10833v2","claim":"Real-ESRGAN names DIV2K, Flickr2K and OutdoorSceneTraining (OST) in its paper and DF2K plus OST in docs/Training.md. FILM names Vimeo-90K as its main training dataset (README) and as training data (paper). RIFE names Vimeo90K in its paper and README. The Practical-RIFE README at the pinned commit names no training dataset, so its data lineage is unknown from that file. 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FILM names Vimeo-90K as its main training dataset (README) and as training data (paper). RIFE names Vimeo90K in its paper and README. The Practical-RIFE README at the pinned commit names no training dataset, so its data lineage is unknown from that file. REDS is not named in the four model repositories read.\n\nCurator qualifications: Excerpted evidence located (three unexcerpted rows); training datasets named by Real-ESRGAN/FILM/RIFE/Practical-RIFE.\n\nEvidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.","citations":[{"url":"https://arxiv.org/abs/2107.10833v2","note":"candidate evidence excerpts"},{"url":"https://github.com/xinntao/Real-ESRGAN/blob/a4abfb2979a7bbff3f69f58f58ae324608821e27/docs/Training.md","note":"candidate evidence excerpts"},{"url":"https://github.com/google-research/frame-interpolation/blob/69f8708f08e62c2edf46a27616a4bfcf083e2076/README.md","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/abs/2202.04901v4","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/abs/2011.06294v12","note":"candidate evidence excerpts"},{"url":"https://github.com/hzwer/ECCV2022-RIFE/blob/5d8adbdd40e12c2c8f91930eff838aebe561c086/README.md","note":"candidate evidence excerpts"},{"url":"https://github.com/hzwer/Practical-RIFE/blob/bbfd2ea90910789a860ea3e2b32a240cd577b75e/README.md","note":"candidate evidence excerpts"},{"url":"https://github.com/xinntao/Real-ESRGAN/blob/a4abfb2979a7bbff3f69f58f58ae324608821e27/docs/model_zoo.md","note":"candidate evidence excerpts"}]},"tags":[],"type":"article","links":[],"title":"Which training datasets does each of Real-ESRGAN, FILM, RIFE and Practical-RIFE itself name, and where is that stated?","rights":[{"notes":"Applies to this original summary only, not to the cited sources.","hosting":"permitted","component":"documentation","license_id":null,"modification":"unknown","evidence_urls":[],"model_training":"unknown","redistribution":"permitted"}],"summary":"Real-ESRGAN names DIV2K, Flickr2K and OutdoorSceneTraining (OST) in its paper and DF2K plus OST in docs/Training.md. 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