Datasets:

SaProtHub
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Dataset-Metal_Ion_Binding

protein stringlengths 14 8.83k	label int64 0 1	stage stringclasses 3 values
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AdSdAcWvPlEvEvKlNvYvHfQdPfAaIaLdNdSpSvAvLlRvQvIlAlEvGlTfSdIlSvEcMlWvQpNqDqLqQpPlLlLqIdEqRfYaPaGpSdPpGsSvYvAsAnRlQvHsIlMvQvRlIlQvRvLfQdAaDpWkVdLkEdIwDqTwFdLwSaQqTaPpYvGgYiRgSiFwStNkIiIkSiTwLhNpPlTqAqKlRaHeLaVeLeAeCeHaYsDhSwKaYdFdSdHcWvNvNnRfVhFaVrGqAsTvDqSpAsVlPsCsAsMlMvLsErLlAcRrAsLcDrKvKvLlLnSvLsKvPlDsLyShLyQmLyImFhFf...	1	test
VdLdSdEpGvElWlQvLlVqLvHvVlWvAvKvVcEvAvDpVqAlGvHlGlQlDqIlLvIvRqLlFcKvSvHpPvEvTvLlEvKlYdDpRvFrKvHvLqKdTdEsAvEsMsKvApSdEpDvLsKsKvHvGsVsTvVvLvTvAlLvGvAvIqLsKvKvKvGlHvHcEpAvEsLlKlPvLvAlQvScHcAlTpKpHsKvIdPdIlKvYsLlEvFsIsSlEvAsIsIlHvVsLsHcSvRvHpPvGvDsFcGdAdDsAnQsGvAsMsNvKvAvLsEvLsFsRsKvDvIsAcAvKsYsKvEvLvGpYgQnGd	1	test
GdSdSdGdSdSdGdMdWdSdWdDpVpEdCdDlTdCaApIlCqRrVhQrVlMcDfAaCgLpRvCcQvAvEvNvKnQgEvDqCqVwVwVwWaGwEpCvNrHgSiFhHtNpCvCrMqSvLvWvVvKvQpNqNcRaCpPpLvCpQrQhDrWtVdVrQpRdIiGgKd	1	test
PdDlSkVdDfYcRvKvKvGqYqVaTdPaVaKaNaQlGpQqCfGqSqSlWlAlFvSlSlVqGsAlLqEsGnQqLlKcKvKvTpGvKhLgLaNaLfSaPsQlNlLcVlDqCpVlSvEqNaDpGrCsGvGdGdYaMnTqNsAsFlQvYcVlQaKvNvRqGfItDfShEcDvAvYpPpYdVdGnQgEyEdShCnMdYdNdPpTvGrKgAdAgKgCfRpGhYkRdEaIfPdEfGqNdElKvAsLvKsRvAcVcAvRpVrGfPkVkSkVwAfIfDqAcSpLdTpScFnQfFqYaSaKdGdVeYdYaDdEpSpCqNdSlDvNdLgNr...	0	test
SdMvQvSlAvAvNpIdTdLpRcQlIvLpEpPaNdNpVaNqLlRqSqKfKfTaHaIeVeCeTeLaGaPpAlCcKqSaVlEvTvLvVlKlLlIvDsAlGgMhDaIeCyReFyNpSvHpEvDvHvKvEsMvFvNvNsVnLvKvAsQvEvLvRdChLfLhGfMyLeLyDeTdKdGcPpPvIlIpSpEpKvDrKlNcDcIvLpNvFpAvIlPvMgCgNaFeIyAeAgSeFdIdQqSaAlDvDsVvRvLvIvRvNvLsLcGpPpRsGnRpHlIhKfIyIePyKeIdEqNeIdEsGcIvIvHhFvDvKsInLcAvEnSgDqGaIyMe...	1	test
EdSpKdLpKpAhPwVqFwTdAwTaTdQpGdDfHwYwGiEkFiVwLtEfPfLdEaRpGdFvGlVcTvLpGvNpPlLlRlRvIcLlLqSwSvIdPkGfTkAfVfTwSkVkYfIkEpDdVdLfHdElFpSdTaIdPaGqVwKpEdDgVsVvEvIlIlLvNlLrKrEpLwVaVkRdFqLpDdPdRpWdRwTwTkLkIkLaRdAwEdGaPfKdEqVrRaApVcDsFiTdPvSdApDsVmEdItMpNrPrDgLgHrIsAtTgLgEhEgGvGgKdLiYmMmEgVtRtVmDgRiGdVtGhYkVfPaApEpRpHdGdIpKvDvRpItNg...	0	test
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GdSdSdGdSdSdGdGdQdLdDdLdLdRdSdNdTqGaLwLwYwRaIwKdDdSdQpNpAdGdKdMaKdGpSdDdNvQlEqKvLlVlYnQvIvIrEhDvAcGpNpKvGtIdWtSlRvDrVsRcYvKsSsNvLdPdLcTvEsIsNvKvInLvKvNrLcEvSvKvKvLgIiKdAtVdKgSdVpSdGgPdSdSpGd	0	test
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PdHdRdYdRdPpGpTpVvAvLvRvEvIvRvRvYvQvKpSdTdEdLqLdIdRdKqLpPvFqQvRvLvVvRvEvIvAcQcDvFpKdTpDpLdRdFqQdSdSvArVsLvAvLvQsEvAvSvEvAvYvLvVvAvLlFvEvDqTqNqLvCqAqIvHvAvKvRhVgTdIrLdPpKvDsIsQvLvAsRcRvIvRvGpEvRd	0	test
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MdDdSvNvTvVlSlSvFlQlVqDlClFlLvWlHvVvRlKvQvVcVvDvQvEvLnGdDdAdPvFsLvDvRvLsRvRvDsQvKvSvLnRvGvRvGcSvTvLvGvLdNdIsEvAvAsTsHvVvGnKvQvIvVvEvKvIvLvKvEvEpSd	0	test
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KdLwHdKkEdPfAwTaLfIpKaAqIdDwGlDfTwVgKwLiMqSdSpNvGrSdPiMfTiFaRgLeLaLqVkDdTaPaEdTdKdHdPpKpKpGhVhEdKfYlGgPvEvAsSrAvFlTvKrKvMqVrEvNpAaKpKtIkEmVwEtFfDaKdGdQdRqTaDdKpYvGrRhGgLyAtYqIiYdAgDnGnKhMtVsNvEqAvLcVlRlQqGvLrAiKaVgAdYdVdYdKpPpNrNcTpHcEvQvHvLsRvKvSsEnAvQnAnKlKvEvKcLhNrInWnSd	1	test
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TdTwAaLkVeCwDeNdGfSqGfLwViKfAiGdFtAqGpDdDqAgPgRqAdViFwPgSqIkVwGwRaPaRcSvDgSiYdVgGtDpEvAcQvSvKpRvGpIgLtTdLiKdYgPqIaEaHqGqIaIgTnNnWvDvDsMvEvKvIhWvHvHcTcFdYcNvErLhRnVhAqPqEqEpHhPeTyLeLyTeEgAePqLpNhPdKlAvNrRlElKvMvTvQvIcMsFcEvTpFsNvVhPqAwMyYaVyAaIyQlAqVqLlSlLlYvAlSvGvRdTqTfGaIwVeLfDaSaGaDqGfVwTtHkNiVwPgIgYdErGsYdAtLdPnHqAl...	1	test
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AdDpKqEaLaKaFeLeVeVeDaDlEdSpTvMvRsRvIvVvRqNvLlLnKvEvLvGnFrNnNnVyEyEyAdEnDaGlVvDsAvLvNvKvLcQvAvGdGdYhGaFeVyIeSaDeWaRdMgPpNpMhDgGpLlEnLsLlKlTvIqRcApDdGpAsMrSnAvLrPaVyLeMyVeTyAqHdAdKdKpEvNvIlIvAsAcAvQvAsGpAhSlGyYyVhVhKpPpFdTdAsAvTvLvEvEvKsLvNvKvIsFcEvKvLvGvMd	0	test
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VdPpFqVqEpDdWwDdLfVdQdTwLqGeGvEtVwQtLwAiVaNrRpVpTpErEdAtVwAiVkKnIkVdNcIvKvKvElIqCvIvNqKvMvLdNdHdEpNqVaVwKhFwYdGdHwRdRdEdGdNpIiQiYiLtFtLtEhYdCaSvGqGaEfLqFlDvRqIqEdPaDqIaGaMhPpElPvDlAlQlRqFqFlHvQlLvMlAvGqVlVvYvLqHvGvIqGqIkTfHqRqDaIdKdPrEnNqLwLgLaDhEpRvDgNrLtKhIgShDdFsGsLvAmTdVgFqRaYdNpNnRdEgRhLwLdNqKdMdCdGyTaLaPlYqVfAaPl...	0	test
AdAwFdKdPlEvEcLcRcQvAlLcMvPvTlLlEvAlLlYvRpQdDpPpElSlLvPvFfRaQdPwVdDdPcQvLvLvGvIhPvDcYlFcDvIfVlKvNdPtMaDgLsSvTvIlKvRvKcLsDvTvGvQvYdQgEdPnWvQvYsVvDvDrVlWvLsMnFlNvNsAqWpLrYpNdRdKcTvSdRpVnYnKvFsCsSvKvLsAvEvVsFnEvQvEsIvDpPvVsMvQvAvLd	1	test
GdPdAfTkKfDfIfPaDwVpAaGdQdTfVvDvVvAsQvKvNvLrNcVvYrGaFvTeKaFeSdQeAdSeVdDeSdPcRdPdAfGgEgVwTrGtTwNpPdPhAtGpTdTiVdPgVsDhSyVyIiEyLtQyVtSyKhGnNqQwFdVqMaPaDdLdSaGwMaFaWvVvDvAvEvPvRvLcRvAvLvGpWaTqGaMdLeDaKeGdAeDeVdDeAdGdGvSvQsHpNwRtVwVdYdQkNpPaPhAgGrTgGiVdNhRnDnGnIyIiTyLtRyFtGhQd	1	test
WdGaYcGdKpHvNcGrPlEvHpWvHcKvDvFaPvIcAsKqGpEqRfQaSdPdVaDeIdDeTvHvTqAaKaYaDdPqSvLfKwPdLkSdVwSqYqDpQqAwTkSwLwRkIwLaNaNaGlHqAwFiNkVtEaFtDdDvSpQdDpKnAtVwLiKdGgGtPpLdDdGaTiYwRdLfIgQiFkHtFkHfWaGaSpLdDqGqQaGtSdEqHyThVyDvKnKgKhYgAgAmEkLmHkLtVkHtWfNhTcKvYqGpDdFlGvKsAlVlQvQaPlDqGgLiAeFiLeGiIaFgLeKhVaGdSaAaKqPpGlLcQvKvVvVlDvVcLlDv...	1	test
NdQqFdVfMdPdDaLqSfGqMaFaWpVvDpAsEvPvRvLlRvAvLsGqWaTpGaMdLeDdKeGdAeDeVdDaAdGdGdSsQqHaNrRgVwVdYdQkNpPpPhAgGrTdGdVaNdRsDhGgIyImTyLtRyFgGhQd	1	test
EdMlEvKvEvFlEvQvIcDvKvSvGvScWlAqAvIlYvQvDvIlRqHvEpAaSdDdFaPdCqRvVlAcKpLdPpKvNnKpNvRqNaRpYdRpDpVfSaPwFhDpHvSfRaIqKfLqHpQdEpDpNgDrYdIhNrAwSgLwIqKqMdEpEvAlQrRfSiYaIiLfThQaGaPgLdPpNlTcClGlHvFvWvEsMsVcWvEvQlKqSfRqGeVeVeMeLeNeRdVcMdEaKpGnSdLgKlChAdQpYsWaPdQpKdEqEvKdEwMdIaFdEvDvTqNqLkKiLkTgLwIdSdEwDdIdKdSdAfAkTiVkRtQwLmEwLiEa...	1	test
MdIeDfIqHaCaHqIlLqPdApMqDaDlGfAhGpDhSlAvDqSsIlEvMqAlRvAvAcVvRvQlGvIhRqTeIyIaAyTaPgHaHqNdNhGvVpYdKgNcEwPqAvAnVqRqEvAsAqDvQvLsNvKvRvLcIvKvEvDvIrPrLhHhVyLaPyGaQhEaIyRaIdYdGdEcVpEvQvDcLvAvKvRsQrLhLaSaLgNnDnTaKlYeIhLhIyEeFyPdFqDeHdVdPdRpYcAvElQvLvFqYlDvLsQvLvKvGvYhIaPyVeIyAeHaPcElRsNhRnEvIcRvEvNfPvSvLvLlYlHvLsVvElKsGgAhAeSy...	1	test
EdRvFlRvTvLlKvKvKvLlMcVvFvTvElYvEvQpIfPdKqKaKdApNpGfIaFdSvTvAlApLpPpElNnAcEvRlSaRlIdRsEpVfVaPfYgEpEvNfRfVqEaLfIdPaTdKpEsNrNrTrGsYdIhNrAwSgHwIaKwVdVdVfGpGnAdEiWaHtYaIiAqThQaGaPgLdPpHvTcClHlDsFvWvQsMsVcWvEvQlGvVaNqVeIeAeMeVeTeAdEcEdEaGpGnRhTgKqShHdRdYsWaPaKpKvHaSqSwAdTdYdGvKqFkKiVkTgTwKdFdRkTdDcSpVpCqYkAmTkTtGwLiKwViKaHr...	0	test
GdSdSdGdSdSdGpKdWdGdLdRdLdQdEdKdPdAdLdLdFdPdGdMdAdAdSdTdVdQdVdApGvRdKqDqYpPdAfLlLdPdLdNdEpSvEqLwEdEkQdFaVdKcGwHaGpPdGdGpQpApTgNgKhTgSaNrCwViVkLtKaHhVvPvSlGrIdViVdKtCdHhQdTdRrSdVnDvQvNrRvKvIvArRvKvVvLnQsErKvVvDrVcFvYvNsSdGpPdSdSpGd	0	test
RdPvElSlEvLlIlRvQvSlWvRvVqVcSvRvSdPqLlEvHlGlTlVqLlFqAvRqLlFcAvLvEpPvSvLvLqPqLlFpQqYdNvGpRdQtFqSdSgPsEvDvSlLvSpSdPpEvFsLsDvHvIsRvKvVvMsLvVvIvDvAvAlVsTvNvVvEvDdLcSvSvLcElEvYvLlTqSvLvGlRlKvHvRvAvVsGvFhRdLlSvSsFlSvTsVsGlEvSsLsLlYvMsLsEcKvSrLpGpPvDsFcTdPvAsTnRvTvAsWsSvRvLsYsGvAvVsVsQvAsMsScRnGsWvDpGd	1	test

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Description

Metal Ion Binding prediction is a binary classification task where each input protein x is mapped to a label y ∈ {0, 1}, corresponding to whether there are metal ion–binding sites in the protein.

Splits

Protein Format: SA sequence (PDB)

The dataset is from Exploring evolution-aware & -free protein language models as protein function predictors. We employ all proteins from the original dataset, and split them based on 70% structure similarity (see ProteinShake), with the number of training, validation and test set shown below:

Train: 5797
Valid: 719
Test: 719