Polyp segmentation and neoplasm detection on NeoPolyp-Clean (test)

0.911Dice (Segmentation)NeoUNet

Evaluation results

Method
NeoUNet2021.07	0.911	0.837	0.72	0.563	0.889	0.8	68.3
NeoUNet2022.02	0.911	0.837	0.72	0.563	0.889	0.8	—
NeoUNet2022.02	0.909	0.832	0.725	0.568	0.893	0.806	25.4
NeoUNet2022.02	0.908	0.832	0.724	0.568	0.893	0.806	73.4
BlazeNeo2022.02	0.906	0.828	0.721	0.563	0.887	0.796	53.3
BlazeNeo2022.02	0.906	0.828	0.721	0.563	0.887	0.796	121.9
BlazeNeo-DHA2022.02	0.904	0.825	0.717	0.559	0.885	0.792	—
PraNet2021.07	0.895	0.811	0.705	0.544	0.873	0.775	55.6
PraNet2022.02	0.895	0.811	0.705	0.544	0.873	0.775	—
HarDNet-MSEG2022.02	0.891	0.804	0.685	0.521	0.871	0.771	52.2
HarDNet-MSEG2022.02	0.891	0.804	0.685	0.521	0.871	0.771	118.7
HarDNet-MSEG2021.07	0.883	0.791	0.659	0.492	0.869	0.769	77.1
HarDNet-MSEG2022.02	0.883	0.791	0.659	0.492	0.869	0.769	—
BlazeNeo2022.02	0.87	0.77	0.678	0.513	0.857	0.75	155.6
PraNet2022.02	0.85	0.74	0.572	0.401	0.845	0.731	95.1
PraNet2022.02	0.849	0.738	0.571	0.4	0.844	0.73	37
NeoUNet2022.02	0.848	0.736	0.638	0.468	0.848	0.737	100.3
DoubleU-Net2022.02	0.84	0.725	0.627	0.456	0.835	0.717	10.6
DoubleU-Net2022.02	0.84	0.725	0.627	0.456	0.835	0.717	22.9
DoubleU-Net2022.02	0.837	0.72	0.621	0.45	0.832	0.712	—
DoubleU-Net2022.02	0.835	0.717	0.562	0.391	0.83	0.709	46.7
PraNet2022.02	0.817	0.691	0.575	0.404	0.815	0.688	116.7
DDANet2022.02	0.813	0.684	0.578	0.406	0.802	0.67	—
HarDNet-MSEG2022.02	0.81	0.68	0.594	0.422	0.799	0.665	143.7
UNet2022.02	0.8	0.667	0.537	0.367	0.781	0.641	10.7
UNet2022.02	0.8	0.666	0.537	0.367	0.781	0.641	35.5
DDANet2022.02	0.799	0.665	0.557	0.386	0.776	0.635	16.6
DDANet2022.02	0.799	0.665	0.557	0.386	0.776	0.635	31.8
U-Net2021.07	0.785	0.646	0.525	0.356	0.773	0.631	69.6
U-Net2022.02	0.785	0.646	0.525	0.356	0.773	0.631	—
DDANet2022.02	0.77	0.626	0.492	0.326	0.748	0.598	46.4
UNet2022.02	0.764	0.618	0.501	0.334	0.753	0.604	44.8
ColonSegNet2022.02	0.746	0.594	0.528	0.359	0.728	0.572	26.3
ColonSegNet2022.02	0.745	0.594	0.528	0.359	0.728	0.572	9.4
ColonSegNet2022.02	0.738	0.585	0.505	0.338	0.732	0.577	—
ColonSegNet2022.02	0.672	0.507	0.456	0.295	0.633	0.463	41.6