Datasets:

anomalib
/

benchmarks

accelerator stringclasses 1 value	job_duration float64 50.6 134	fit_duration float64 28.1 100	test_duration float64 20.7 42.8	seed int64 42 42	data.class_path stringclasses 1 value	data.init_args.category stringlengths 4 10	model.class_path stringclasses 2 values	image_AUROC float64 0.71 1	image_F1Score float64 0.83 0.99	pixel_AUROC float64 0.91 0.99	pixel_F1Score float64 0.21 0.84	anomalib_version stringclasses 1 value
cuda	56.824179	33.866219	22.949992	42	MVTecAD	bottle	Padim	1	0.992	0.980574	0.69145	2.5.2-dev.0
cuda	55.386594	32.208622	23.172943	42	MVTecAD	grid	Padim	0.805347	0.857143	0.946185	0.276594	2.5.2-dev.0
cuda	69.079189	36.997315	32.072633	42	MVTecAD	carpet	Padim	0.992777	0.988636	0.988727	0.555993	2.5.2-dev.0
cuda	69.716822	37.358413	32.35252	42	MVTecAD	hazelnut	Padim	0.709286	0.825	0.972566	0.461035	2.5.2-dev.0
cuda	77.261172	34.427057	42.828902	42	MVTecAD	capsule	Padim	0.910251	0.964286	0.981051	0.414241	2.5.2-dev.0
cuda	78.567672	35.85451	42.701841	42	MVTecAD	cable	Padim	0.856072	0.828729	0.961139	0.455533	2.5.2-dev.0
cuda	58.786744	30.285699	28.499161	42	MVTecAD	metal_nut	Padim	0.9565	0.963351	0.953391	0.692626	2.5.2-dev.0
cuda	65.061861	31.594326	33.466225	42	MVTecAD	leather	Padim	0.998302	0.983784	0.988932	0.374352	2.5.2-dev.0
cuda	52.097197	31.348356	20.746891	42	MVTecAD	toothbrush	Padim	0.872222	0.920635	0.986824	0.532445	2.5.2-dev.0
cuda	64.399615	32.942981	31.450326	42	MVTecAD	screw	Padim	0.849969	0.883895	0.976641	0.212909	2.5.2-dev.0
cuda	59.817493	31.859147	27.956635	42	MVTecAD	tile	Padim	0.968976	0.958084	0.913498	0.497536	2.5.2-dev.0
cuda	73.357313	32.937316	40.417764	42	MVTecAD	pill	Padim	0.899345	0.948805	0.961058	0.547664	2.5.2-dev.0
cuda	55.869677	30.413694	25.454636	42	MVTecAD	wood	Padim	0.977193	0.95082	0.926926	0.448318	2.5.2-dev.0
cuda	64.539173	31.532556	33.004015	42	MVTecAD	transistor	Padim	0.948333	0.883117	0.972942	0.637775	2.5.2-dev.0
cuda	59.822616	32.591294	27.229976	42	MVTecAD	zipper	Padim	0.910452	0.942623	0.972426	0.448889	2.5.2-dev.0
cuda	69.222647	42.331828	26.888273	42	MVTecAD	bottle	Patchcore	1	0.992	0.985641	0.727472	2.5.2-dev.0
cuda	86.477793	47.07881	39.396993	42	MVTecAD	cable	Patchcore	0.988006	0.967391	0.984941	0.640747	2.5.2-dev.0
cuda	84.49825	46.297607	38.198854	42	MVTecAD	capsule	Patchcore	0.991623	0.976959	0.990129	0.517045	2.5.2-dev.0
cuda	80.93531	55.807801	25.122223	42	MVTecAD	grid	Patchcore	0.99081	0.964912	0.981701	0.383516	2.5.2-dev.0
cuda	94.243866	63.596489	30.645205	42	MVTecAD	carpet	Patchcore	0.986758	0.971751	0.990756	0.606503	2.5.2-dev.0
cuda	82.311312	50.151975	32.157694	42	MVTecAD	leather	Patchcore	1	0.994536	0.992238	0.439474	2.5.2-dev.0
cuda	71.791244	41.598181	30.191359	42	MVTecAD	metal_nut	Patchcore	0.99609	0.983784	0.986924	0.839833	2.5.2-dev.0
cuda	134.068746	100.016645	34.050557	42	MVTecAD	hazelnut	Patchcore	1	0.992806	0.988278	0.630001	2.5.2-dev.0
cuda	96.733549	57.078058	39.65337	42	MVTecAD	pill	Patchcore	0.944899	0.945848	0.981554	0.720806	2.5.2-dev.0
cuda	77.44063	45.994131	31.444628	42	MVTecAD	tile	Patchcore	0.999639	0.988095	0.95544	0.620282	2.5.2-dev.0
cuda	77.329527	50.99909	26.327584	42	MVTecAD	wood	Patchcore	0.986842	0.966102	0.931106	0.468318	2.5.2-dev.0
cuda	70.977819	43.0084	27.966672	42	MVTecAD	transistor	Patchcore	0.993333	0.938272	0.972136	0.606452	2.5.2-dev.0
cuda	81.285579	52.164919	29.114483	42	MVTecAD	zipper	Patchcore	0.978204	0.979079	0.981383	0.543181	2.5.2-dev.0
cuda	104.788442	72.963979	31.820465	42	MVTecAD	screw	Patchcore	0.955524	0.959016	0.988596	0.370988	2.5.2-dev.0
cuda	50.584321	28.097875	22.484913	42	MVTecAD	toothbrush	Patchcore	0.919444	0.935484	0.988804	0.596625	2.5.2-dev.0

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