Table

Use the search function in the upper right to locate a model
Task	Market Specialization	Application	Framework	Vitis-AI Model Name Zoo Name	License Restriction(s)	Copyleft Model Zoo	Model Architecture	Model Research Publication	Dataset	Dataset URL	Input Dims(HWC)	FP32 Floating-Point Accuracy	Quantized Accuracy	Ops (G)	Percentage Pruned	MLPerf?	VEK280 1* C20B14CU1 @ 300MHz AIE fclk=1.18GHz E2E throughput (fps) Single Thread	VEK280 1* C20B14CU1 @ 300MHz AIE fclk=1.18GHz E2E throughput (fps) Multi Thread	V70 1* C20B14CU1 @ 300MHz AIE fclk = 1.00GHz E2E throughput (fps) Multi Thread

Task	Market Specialization	Application	Framework	Vitis-AI Model Name Zoo Name	License Restriction(s)	Copyleft Model Zoo	Model Architecture	Model Research Publication	Dataset	Dataset URL	Input Dims(HWC)	FP32 Floating-Point Accuracy	Quantized Accuracy	Ops (G)	Percentage Pruned	MLPerf?	VEK280 1* C20B14CU1 @ 300MHz AIE fclk=1.18GHz E2E throughput (fps) Single Thread	VEK280 1* C20B14CU1 @ 300MHz AIE fclk=1.18GHz E2E throughput (fps) Multi Thread	V70 1* C20B14CU1 @ 300MHz AIE fclk = 1.00GHz E2E throughput (fps) Multi Thread
	Industrial Vision / Robotics	Interest Point Detection and Description	TensorFlow	tf_superpoint_3.5		No	SuperPoint	https://arxiv.org/abs/2107.03601	COCO 2014	https://cocodataset.org/#download	4806403	83.4 (thr=3)	84.3 (thr=3)	52.4			54.53	123.68	/
Depth Estimation	Industrial Vision / Robotics	Binocular depth estimation	PyTorch	pt_fadnet_0.65_3.5		No	FADNet	https://arxiv.org/abs/2003.10758	Sceneflow	https://lmb.informatik.uni-freiburg.de/resources/datasets/SceneFlowDatasets.en.html	5769603	EPE: 0.823	EPE: 1.158	154	65.00%		/	/	/
Depth Estimation	Industrial Vision / Robotics	Stereo Depth Estimation	PyTorch	pt_fadnet_3.5		No	FADNet	https://arxiv.org/abs/2003.10758	Sceneflow	https://lmb.informatik.uni-freiburg.de/resources/datasets/SceneFlowDatasets.en.html	5769603	EPE: 0.926	EPE: 1.169	441			/	/	/
Depth Estimation	Industrial Vision / Robotics	Stereo Depth Estimation	PyTorch	pt_fadnetv2_0.51_3.5		No	FADNet	https://arxiv.org/abs/2003.10758	Sceneflow	https://lmb.informatik.uni-freiburg.de/resources/datasets/SceneFlowDatasets.en.html	5769603	EPE: 0.878	EPE: 1.185	201	51.00%		7.91	16.68	/
Depth Estimation	Industrial Vision / Robotics	Stereo Depth Estimation	PyTorch	pt_fadnetv2_3.5		No	FADNet	https://arxiv.org/abs/2003.10758	Sceneflow	https://lmb.informatik.uni-freiburg.de/resources/datasets/SceneFlowDatasets.en.html	5769603	EPE: 0.877	EPE: 1.183	412			8.47	19.15	/
Image Classification		General	PyTorch	pt_inceptionv3_0.3_3.5	Non-Commercial Use Only	No	Inception-v3	https://arxiv.org/abs/1512.00567	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.775/0.936	0.772/0.935	8	30.00%		835.80	1776.02	1289.55
Image Classification		General	PyTorch	pt_inceptionv3_0.4_3.5	Non-Commercial Use Only	No	Inception-v3	https://arxiv.org/abs/1512.00567	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.768/0.931	0.764/0.929	6.8	40.00%		855.50	1935.91	1366.46
Image Classification		General	PyTorch	pt_inceptionv3_0.5_3.5	Non-Commercial Use Only	No	Inception-v3	https://arxiv.org/abs/1512.00567	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.757/0.921	0.752/0.918	5.7	50.00%		909.83	2181.70	1482.21
Image Classification		General	PyTorch	pt_inceptionv3_0.6_3.5	Non-Commercial Use Only	No	Inception-v3	https://arxiv.org/abs/1512.00567	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.739/0.911	0.732/0.908	4.5	60.00%		966.01	2415.77	1684.68
Image Classification		General	PyTorch	pt_inceptionv3_3.5	Non-Commercial Use Only	No	Inception-v3	https://arxiv.org/abs/1512.00567	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.775/0.936	0.771/0.935	11.4			794.99	1462.85	1143.74
Image Classification		General	PyTorch	pt_OFA-depthwise-res50_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	1761763	0.7633/0.9292	0.7629/0.9306	2.49			336.85	527.26	12925.70
Image Classification		General	PyTorch	pt_OFA-resnet50_0.88_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	1601603	0.752/0.918	0.744/0.918	1.8	88.00%		2549.20	6595.03	7780.10
Image Classification		General	PyTorch	pt_OFA-resnet50_0.74_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	1921923	0.777/0.937	0.770/0.933	3.6	74.00%		2014.20	5274.48	3609.05
Image Classification		General	PyTorch	pt_OFA-resnet50_0.45_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.795/0.945	0.784/0.941	8.2	45.00%		1515.01	3636.90	5265.23
Image Classification		General	PyTorch	pt_OFA-resnet50_0.60_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.791/0.943	0.780/0.939	6	60.00%		1562.12	4064.77	3165.36
Image Classification		General	PyTorch	pt_OFA-resnet50_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.799/0.948	0.789/0.944	15			/	/	/
Image Classification		General	PyTorch	pt_resnet50_0.3_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.760/0.929	0.757/0.928	5.8	30.00%		1628.45	4247.61	4132.65
Image Classification		General	PyTorch	pt_resnet50_0.4_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.755/0.926	0.752/0.925	4.9	40.00%		1666.52	4268.98	4401.23
Image Classification		General	PyTorch	pt_resnet50_0.5_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.748/0.921	0.745/0.920	4.1	50.00%		1701.21	4265.80	4671.20
Image Classification		General	PyTorch	pt_resnet50_0.6_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.742/0.917	0.738/0.915	3.3	60.00%		1744.41	4272.31	5126.95
Image Classification		General	PyTorch	pt_resnet50_0.7_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.726/0.908	0.720/0.906	2.5	70.00%		1807.90	4243.46	5842.50
Image Classification		General	PyTorch	pt_resnet50_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.761/0.929	0.760/0.928	8.2			1708.50	4432.04	3792.31
Image Classification		General	PyTorch	pt_squeezenet_3.5	Non-Commercial Use Only	No	SqueezeNet	https://arxiv.org/abs/1602.07360	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.582/0.806	0.582/0.806	0.7035			3768.00	8598.33	4500.98
Image Classification	Automotive	Vehicle Classification	PyTorch	pt_vehicle-color-classification_3.5		No	AMD Custom	AMD Custom	VCoR	https://www.kaggle.com/datasets/landrykezebou/vcor-vehicle-color-recognition-dataset	2242243	0.8885	0.882	3.64			2593.27	6145.02	9679.80
Image Classification	Automotive	Vehicle Classification	PyTorch	pt_vehicle-make-classification_3.5		No	AMD Custom	AMD Custom	VMMR	https://github.com/faezetta/VMMRdb	2242243	0.9536	0.9522	3.64			2589.52	6151.85	9686.00
Image Classification	Automotive	Vehicle Classification	PyTorch	pt_vehicle-type-classification_3.5		No	AMD Custom	AMD Custom	CarBodyStyle	https://www.kaggle.com/datasets/darshan1504/car-body-style-dataset	2242243	0.8482	0.8467	3.64			2603.06	6187.62	9690.45
Image Classification		General	TensorFlow	tf_efficientnet-edgetpu-L_3.5	Non-Commercial Use Only	No	EfficientNet-EdgeTPU Large	https://arxiv.org/abs/2003.02838	ILSVRC2012	https://www.image-net.org/download.php	3003003	0.8026/0.9514	0.7996/0.9491	19.36			573.78	847.17	757.68
Image Classification		General	TensorFlow	tf_efficientnet-edgetpu-M_3.5	Non-Commercial Use Only	No	EfficientNet-EdgeTPU Medium	https://arxiv.org/abs/2003.02838	ILSVRC2012	https://www.image-net.org/download.php	2402403	0.7862/0.9440	0.7798/0.9406	7.34			1433.33	3312.43	2843.53
Image Classification		General	TensorFlow	tf_efficientnet-edgetpu-S_3.5	Non-Commercial Use Only	No	EfficientNet-EdgeTPU Small	https://arxiv.org/abs/2003.02838	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7702/0.9377	0.7660/0.9337	4.72			1679.22	4246.41	3654.75
Image Classification		General	TensorFlow	tf_inceptionv1_0.09_3.5	Non-Commercial Use Only	No	Inception-v1	https://arxiv.org/abs/1512.00567	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.691	0.6818	2.73	9.00%		1617.07	4037.49	3258.85
Image Classification		General	TensorFlow	tf_inceptionv1_0.16_3.5	Non-Commercial Use Only	No	Inception-v1	https://arxiv.org/abs/1512.00567	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.6826	0.6746	2.52	16.00%		1635.10	4069.94	3008.47
Image Classification		General	TensorFlow	tf_inceptionv1_3.5	Non-Commercial Use Only	No	Inception-v1	https://arxiv.org/abs/1801.04381	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.6976	0.6794	3			1712.47	4424.24	3692.12
Image Classification		General	TensorFlow	tf_inceptionv3_0.2_3.5	Non-Commercial Use Only	No	Inception-v3	https://arxiv.org/abs/1512.00567	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.7786	0.7668	9.1	20.00%		803.14	1642.87	1234.00
Image Classification		General	TensorFlow	tf_inceptionv3_0.4_3.5	Non-Commercial Use Only	No	Inception-v3	https://arxiv.org/abs/1512.00567	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.7669	0.7561	6.9	40.00%		866.69	1926.97	1355.14
Image Classification		General	TensorFlow	tf_inceptionv3_3.5	Non-Commercial Use Only	No	Inception-v3	https://arxiv.org/abs/1512.00567	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.7798	0.7735	11.45			808.24	1504.90	1296.26
Image Classification		General	TensorFlow	tf_inceptionv4_0.2_3.5	Non-Commercial Use Only	No	Inception-v4	https://arxiv.org/abs/1512.00567	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.7974	0.7882	19.56	20.00%		470.43	664.16	410.59
Image Classification		General	TensorFlow	tf_inceptionv4_0.4_3.5	Non-Commercial Use Only	No	Inception-v4	https://arxiv.org/abs/1512.00567	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.792	0.782	14.79	40.00%		504.48	737.84	441.69
Image Classification		General	TensorFlow	tf_inceptionv4_3.5	Non-Commercial Use Only	No	Inception-v4	https://arxiv.org/abs/1602.07261	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.8018	0.7928	24.55			471.90	646.84	403.08
Image Classification		General	TensorFlow	tf_mlperf_resnet50_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7652	0.7606	8.19		Y	1724.03	4515.75	3792.32
Image Classification		General	TensorFlow	tf_mobilenetv1-0.25_3.5	Non-Commercial Use Only	No	MobileNetV1	https://arxiv.org/abs/1704.04861	ILSVRC2012	https://www.image-net.org/download.php	1281283	0.4144	0.3464	0.027			4044.64	8381.29	63108.60
Image Classification		General	TensorFlow	tf_mobilenetv1-1.0_0.11_3.5	Non-Commercial Use Only	No	MobileNetV1	https://arxiv.org/abs/1704.04861	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7056	0.6822	0.11	11.00%		2074.67	4270.96	14905.70
Image Classification		General	TensorFlow	tf_mobilenetv1-1.0_0.12_3.5	Non-Commercial Use Only	No	MobileNetV1	https://arxiv.org/abs/1704.04861	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.706	0.685	0.12	12.00%		2076.09	4208.04	14936.70
Image Classification		General	TensorFlow	tf_mobilenetv1-1.0_3.5	Non-Commercial Use Only	No	MobileNetV1	https://arxiv.org/abs/1704.04861	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7102	0.678	1.14			2350.44	5167.04	14581.60
Image Classification		General	TensorFlow	tf_mobilenetv2-1.0_3.5	Non-Commercial Use Only	No	MobileNetV2	https://arxiv.org/abs/1801.04381	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7013	0.6767	62			2030.30	4236.92	11544.90
Image Classification		General	TensorFlow	tf_mobilenetv2-1.4_3.5	Non-Commercial Use Only	No	MobileNetV2	https://arxiv.org/abs/1801.04381	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7411	0.7194	1.16			1874.75	4207.31	8081.16
Image Classification		General	TensorFlow	tf_resnetv1-101_0.35_3.5	Non-Commercial Use Only	No	ResNet101	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7566	0.7488	9.4	35.00%		1493.91	3478.36	2966.77
Image Classification		General	TensorFlow	tf_resnetv1-101_0.57_3.5	Non-Commercial Use Only	No	ResNet101	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7502	0.7463	6.21	57.00%		1584.16	4139.32	3638.47
Image Classification		General	TensorFlow	tf_resnetv1-101_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.764	0.756	14.4			1444.95	3009.90	2542.30
Image Classification		General	TensorFlow	tf_resnetv1-152_0.51_3.5	Non-Commercial Use Only	No	ResNet152	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7591	0.7558	10.68	51.00%		1350.73	2832.52	2394.19
Image Classification		General	TensorFlow	tf_resnetv1-152_0.6_3.5	Non-Commercial Use Only	No	ResNet152	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7568	0.7545	8.82	60.00%		1411.05	3077.83	2614.17
Image Classification		General	TensorFlow	tf_resnetv1-152_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7681	0.7463	21.83			1209.95	2155.49	1792.50
Image Classification		General	TensorFlow	tf_resnetv1-50_0.38_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7442	0.7375	0.38	38.00%		1716.20	4259.59	5038.76
Image Classification		General	TensorFlow	tf_resnetv1-50_0.65_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7279	0.7167	2.45	65.00%		1866.27	4261.81	6836.10
Image Classification		General	TensorFlow	tf_resnetv1-50_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.752	0.7436	6.97			1792.38	4793.76	4329.41
Image Classification		General	TensorFlow	tf_resnetv2-101_3.5	Non-Commercial Use Only	No	ResNet50V2	https://arxiv.org/abs/1603.05027	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.7695	0.7506	26.78			599.63	916.29	760.86
Image Classification		General	TensorFlow	tf_resnetv2-152_3.5	Non-Commercial Use Only	No	ResNet50V2	https://arxiv.org/abs/1603.05027	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.7779	0.7432	40.47			488.57	679.61	564.92
Image Classification		General	TensorFlow	tf_resnetv2-50_3.5	Non-Commercial Use Only	No	ResNet50V2	https://arxiv.org/abs/1603.05027	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.7559	0.7445	13.1			776.70	1398.72	1160.64
Image Classification		General	TensorFlow	tf_vgg16_0.43_3.5	Non-Commercial Use Only	No	VGG16	https://arxiv.org/abs/1409.1556	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.6929	0.6823	17.67	43.00%		1179.57	2132.38	1958.96
Image Classification		General	TensorFlow	tf_vgg16_0.5_3.5	Non-Commercial Use Only	No	VGG16	https://arxiv.org/abs/1409.1556	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.6857	0.6729	15.64	50.00%		1254.81	2463.84	2190.40
Image Classification		General	TensorFlow	tf_vgg16_3.5	Non-Commercial Use Only	No	VGG16	https://arxiv.org/abs/1409.1556	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7089	0.7069	30.96			554.19	690.98	619.22
Image Classification		General	TensorFlow	tf_vgg19_0.24_3.5	Non-Commercial Use Only	No	VGG19	https://arxiv.org/abs/1409.1556	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7075	0.7022	29.79	24.00%		644.37	849.49	759.97
Image Classification		General	TensorFlow	tf_vgg19_0.39_3.5	Non-Commercial Use Only	No	VGG19	https://arxiv.org/abs/1409.1556	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.6954	0.6903	23.78			846.90	1243.95	1020.87
Image Classification		General	TensorFlow	tf_vgg19_3.5	Non-Commercial Use Only	No	VGG19	https://arxiv.org/abs/1409.1556	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.71	0.7026	39.28			571.36	718.20	691.80
Image Classification		General	TensorFlow	tf_ViT_3.5	Non-Commercial Use Only	No	ViT	https://arxiv.org/abs/2010.11929	ILSVRC2012	https://www.image-net.org/download.php	3523523	0.8282	0.8254	21.3			/	/	/
Image Classification		General	TensorFlow 2	tf2_efficientnet-b0_3.5	Non-Commercial Use Only	No	EfficientNet-B0	https://arxiv.org/abs/1905.11946	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7690/0.9320	0.7515/0.9273	0.78			/	/	/
Image Classification		General	TensorFlow 2	tf2_Efficientnet-lite_3.5	Non-Commercial Use Only	No	EfficientNet lite		ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7501	0.7444	0.77			2207.26	5138.35	9842.18
Image Classification		General	TensorFlow 2	tf2_inceptionv3_3.5	Non-Commercial Use Only	No	Inception-v3	https://arxiv.org/abs/1512.00567	ILSVRC2012	https://www.image-net.org/download.php	2992993	0.7753	0.7694	11.5			874.55	1761.14	1503.39
Image Classification		General	TensorFlow 2	tf2_mobilenetv1_3.5	Non-Commercial Use Only	No	MobileNetV1	https://arxiv.org/abs/1704.04861	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7005	0.5603	1.15			2380.94	5257.80	14585.10
Image Classification		General	TensorFlow 2	tf2_mobilenetv3_3.5	Non-Commercial Use Only	No	MobileNetV3	https://arxiv.org/abs/1905.02244	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.6756/0.8728	0.6536/0.8544	0.132			/	/	/
Image Classification		General	TensorFlow 2	tf2_resnet50_3.5	Non-Commercial Use Only	No	ResNet50	https://arxiv.org/abs/1512.03385	ILSVRC2012	https://www.image-net.org/download.php	2242243	0.7513	0.7423	7.76			1747.67	4653.05	3912.34
Industrial Vision / Robotics	Industrial Vision / Robotics	Stereo Depth Estimation	PyTorch	pt_psmnet_0.68_3.5		No	PSMNet	https://arxiv.org/abs/1803.08669	Sceneflow	https://lmb.informatik.uni-freiburg.de/resources/datasets/SceneFlowDatasets.en.html	5769603	EPE: 0.961	EPE: 1.022	696	68.00%		/	/	/
Industrial Vision / Robotics	Industrial Vision / Robotics	Hierarchical Localization	TensorFlow	tf_HFNet_3.5		No	HFNet	https://arxiv.org/abs/1812.03506	Aachen - RobotCar Seasons - CMU Seasons - HPatches - SfM - Google Landmarks - Berkeley Deep Drive	https://github.com/ethz-asl/hfnet/blob/master/doc/datasets.md	9609603	Day: 76.2/83.6/90.0, Night: 58.2/68.4/80.6	Day: 74.2/82.4/89.2, Night: 54.1/66.3/73.5	20.09			10.71	24.04	/
NLP		Question and Answering	PyTorch	pt_bert-base_3.5		No	BERT	https://arxiv.org/abs/1810.04805	SQuAD	https://rajpurkar.github.io/SQuAD-explorer/	384	0.8848	0.837	70.66			/	/	/
NLP		Question and Answering	PyTorch	pt_bert-large_3.5		No	BERT	https://arxiv.org/abs/1810.04805	SQuAD	https://rajpurkar.github.io/SQuAD-explorer/	384	0.9059	0.866	246.42			/	/	/
NLP		Question and Answering	PyTorch	pt_bert-tiny_3.5		No	BERT	https://arxiv.org/abs/1810.04805	SQuAD	https://rajpurkar.github.io/SQuAD-explorer/	384	0.5231	0.5125	0.45			/	/	/
NLP		Question and Answering	TensorFlow	tf_bert-base_3.5		No	BERT	https://arxiv.org/abs/1810.04805	SQuAD	https://rajpurkar.github.io/SQuAD-explorer/	128	0.8694	0.8656	22.34			/	/	/
Object Detection	Smart Cities	Face Mask Detection	PyTorch	pt_face-mask-detection_3.5		No	Yolo-fastest	https://doi.org/10.2352/EI.2023.35.11.HPCI-229	Face-mask-detection	https://github.com/waittim/mask-detector/tree/master/modeling/data	5125123	0.886	0.881	0.59			512.65	1024.67	2173.85
Object Detection		General	PyTorch	pt_OFA-yolo_0.3_3.5		No	OFA-YOLO		COCO	https://cocodataset.org/#download	6406403	0.42	0.401	34.72	30.00%		173.53	383.53	323.62
Object Detection		General	PyTorch	pt_OFA-yolo_0.5_3.5		No	OFA-YOLO		COCO	https://cocodataset.org/#download	6406403	0.392	0.378	24.62	60.00%		193.87	406.21	456.91
Object Detection		General	PyTorch	pt_OFA-yolo_3.5		No	OFA-YOLO		COCO	https://cocodataset.org/#download	6406403	0.436	0.421	48.88			165.66	370.41	295.25
Object Detection		General	PyTorch	pt_yolov4csp_3.5		Yes	YOLOv4-CSP	https://arxiv.org/abs/2004.10934	COCO	https://cocodataset.org/#download	6406403	0.47	0.463	121			76.11	112.35	88.08
Object Detection		General	PyTorch	pt_yolov6m_3.5		Yes	YOLOv6m	https://arxiv.org/abs/2209.02976	COCO	https://cocodataset.org/#download	6406403	0.483	0.475	82.4			36.84	49.61	279.67
Object Detection		General	PyTorch	pt_yolox-nano_3.5		No	YOLOX-Nano	https://arxiv.org/abs/2107.08430	COCO	https://cocodataset.org/#download	4164163	0.22	0.21	1			691.64	1409.42	1253.45
Object Detection		General	PyTorch	pt_yolov7_3.5		Yes	YOLOv7		COCO	https://cocodataset.org/#download	6406403	0.512	0.479	104.8			79.42	154.10	78.08
Object Detection		General	TensorFlow	tf_efficientdet-d2_3.5		No	EfficientDet-d2	https://arxiv.org/abs/1911.09070	COCO	https://cocodataset.org/#download	7687683	0.413	0.327	11.06			/	/	/
Object Detection		General	TensorFlow	tf_mlperf_resnet34_3.5		No	ResNet34	https://arxiv.org/abs/1512.03385	COCO	https://cocodataset.org/#download	120012003	0.225	0.215	433		Y	17.05	40.67	70.16
Object Detection	Medical Imaging	Medical Detection	TensorFlow	tf_RefineDet-Medical_0.5_3.5		No	RefineDet	https://arxiv.org/abs/1711.06897	EDD2020	https://ieee-dataport.org/competitions/endoscopy-disease-detection-and-segmentation-edd2020#files	3203203	0.7798	0.7772	41.42	50.00%		393.94	868.81	683.10
Object Detection	Medical Imaging	Medical Detection	TensorFlow	tf_RefineDet-Medical_0.75_3.5		No	RefineDet	https://arxiv.org/abs/1711.06897	EDD2020	https://ieee-dataport.org/competitions/endoscopy-disease-detection-and-segmentation-edd2020#files	3203203	0.7885	0.7826	20.54	75.00%		475.20	1099.97	1101.20
Object Detection	Medical Imaging	Medical Detection	TensorFlow	tf_RefineDet-Medical_0.85_3.5		No	RefineDet	https://arxiv.org/abs/1711.06897	EDD2020	https://ieee-dataport.org/competitions/endoscopy-disease-detection-and-segmentation-edd2020#files	3203203	0.7898	0.7877	12.32	85.00%		534.28	1167.51	1561.50
Object Detection	Medical Imaging	Medical Detection	TensorFlow	tf_RefineDet-Medical_0.88_3.5		No	RefineDet	https://arxiv.org/abs/1711.06897	EDD2020	https://ieee-dataport.org/competitions/endoscopy-disease-detection-and-segmentation-edd2020#files	3203203	0.7839	0.8002	9.83	88.00%		624.73	1465.31	1769.71
Object Detection	Medical Imaging	Medical Detection	TensorFlow	tf_RefineDet-Medical_3.5		No	RefineDet	https://arxiv.org/abs/1711.06897	EDD2020	https://ieee-dataport.org/competitions/endoscopy-disease-detection-and-segmentation-edd2020#files	3203203	0.7866	0.7857	81.28			277.93	445.91	339.95
Object Detection		General	TensorFlow	tf_ssdmobilenetv1_3.5		No	SSD MobileNetV1	No paper, based on TensorFlow model	COCO	https://cocodataset.org/#download	3003003	0.208	0.21	2.47			903.54	1932.60	6100.36
Object Detection		General	TensorFlow	tf_ssdmobilenetv2_3.5		No	SSD MobileNetV2	No paper, based on TensorFlow model	COCO	https://cocodataset.org/#download	3003003	0.215	0.211	3.75			818.32	1904.04	2952.77
Object Detection		General	TensorFlow	tf_yolov3_3.5		No	YOLOv3	https://arxiv.org/abs/1804.02767	VOC2012	http://host.robots.ox.ac.uk/pascal/VOC/voc2012/	4164163	0.7846	0.7744	65.63			319.75	528.49	421.89
Object Detection		General	TensorFlow	tf_yolov4-416_3.5		No	YOLOv4	https://arxiv.org/abs/2004.10934	COCO	https://cocodataset.org/#download	4164163	0.477	0.393	60.3			192.54	350.05	232.00
Object Detection		General	TensorFlow	tf_yolov4-512_3.5		No	YOLOv4	https://arxiv.org/abs/2004.10934	COCO	https://cocodataset.org/#download	5125123	0.487	0.412	91.2			133.80	225.89	96.77
Object Detection		General	TensorFlow 2	tf2_yolov3_3.5		No	YOLOv3	https://arxiv.org/abs/1804.02767	COCO	https://cocodataset.org/#download	4164163	0.377	0.331	65.9			267.82	521.20	414.54
Pose Detection	Smart Cities	Pose Estimation	PyTorch	pt_movenet_3.5		No	MoveNet	https://arxiv.org/abs/2105.04154	COCO	https://cocodataset.org/#download	1921923	0.7972	0.7984	0.5			239.12	428.21	8326.82
Semantic Segmentation	Medical Imaging	Medical Segmentation	PyTorch	pt_3D-UNET_3.5		No	3D-UNET	https://arxiv.org/abs/1606.06650	KiTS19	https://kits19.grand-challenge.org/data/	128128128	0.8824	0.8774	1065.44			/	/	/
Semantic Segmentation	Automotive	ADAS 2D Segmentation	PyTorch	pt_HRNet_3.5		No	HRNet	https://arxiv.org/abs/1908.07919	Cityscapes	https://www.cityscapes-dataset.com/	102420483	0.8104	0.8061	378			/	/	/
Semantic Segmentation	Automotive	ADAS 3D Detection	PyTorch	pt_pointpillars_3.5		No	PointPillars	https://arxiv.org/abs/1812.05784	KITTI	http://www.cvlibs.net/datasets/kitti/	120001004	Car 3D AP@0.5(easy, moderate, hard)	Car 3D AP@0.5(easy, moderate, hard)	11.2			55.96	70.06	187.11
Semantic Segmentation	Medical Imaging	Medical Segmentation	TensorFlow 2	tf2_2D-UNET_3.5		No	2D-UNET		BraTS	https://drive.google.com/file/d/1A2IU8Sgea1h3fYLpYtFb2v7NYdMjvEhU/view	1441443	Dice 0.8749	Dice 0.8735	24.6			752.19	1563.61	1177.35
Super Resolution	Medical Imaging	Super Resolution	PyTorch	pt_OFA-rcan_3.5		No	OFA-RCAN		DIV2K	https://data.vision.ee.ethz.ch/cvl/DIV2K/	3606403	(Set5) PSNR/SSIM= 37.654/0.959 (Set14) PSNR/SSIM= 33.169/ 0.914 (B100) PSNR/SSIM= 31.891/ 0.897 (Urban100) PSNR/SSIM = 30.978/0.917	(Set5) PSNR/SSIM= 37.384/0.956 (Set14) PSNR/SSIM= 33.012/ 0.911 (B100) PSNR/SSIM= 31.785/ 0.894 (Urban100) PSNR/SSIM = 30.839/0.913	45.7			62.83	100.65	53.00
Super Resolution	Medical Imaging	Super Resolution	PyTorch	pt_SESR-S_3.5		No	SESR-S	https://arxiv.org/abs/1801.10319	DIV2K	https://data.vision.ee.ethz.ch/cvl/DIV2K/	3606403	(Set5) PSNR/SSIM= 37.309/0.958 (Set14) PSNR/SSIM= 32.894/ 0.911 (B100) PSNR/SSIM= 31.663/ 0.893 (Urban100) PSNR/SSIM = 30.276/0.908	(Set5) PSNR/SSIM= 36.813/0.954 (Set14) PSNR/SSIM= 32.607/ 0.906 (B100) PSNR/SSIM= 31.443/ 0.889 (Urban100) PSNR/SSIM = 29.901/0.899	10.2			262.49	576.34	298.31
Super Resolution	Medical Imaging	Super Resolution	PyTorch	pt_xilinxSR_3.5		No	AMD Custom	AMD Custom	DIV2K	https://data.vision.ee.ethz.ch/cvl/DIV2K/	3606403	29.04dB	28.66dB	364.88			/	/	/
Super Resolution	Medical Imaging	Super Resolution	TensorFlow	tf_rcan_0.98_3.5		No	RCAN	https://arxiv.org/abs/1807.02758	DIV2K	https://data.vision.ee.ethz.ch/cvl/DIV2K/	3606403	Set5 Y_PSNR : 37.640 SSIM : 0.959	Set5 Y_PSNR : 37.2495 SSIM : 0.9556	86.95	98.00%		59.33	83.34	43.08

Vitis AI 3.5 Model Zoo