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Video Polyp Segmentation on SUN-SEG Easy (Unseen)

87S-alpha Score

SALI

Updated 25d ago

Evaluation Results

Method
SALI 2024.06	87	92	79.4	83.1	0.825	0.811	-	-
SLT-Net 2024.06	84.8	89.3	77.5	81.7	0.792	0.747	-	-
MAST 2024.06	84.5	89.8	77	81.9	0.784	0.755	-	-
PNS+ 2024.06	80.6	79.8	67.6	73	0.756	0.63	-	-
PNS+ 2026.06	80.6	79.8	67.6	-	0.678	-	0.591	4.4
2/3D 2024.06	78.6	77.7	65.2	70.8	0.722	0.603	-	-
ARTEMIS 2026.06	78.6	79.7	65.9	-	0.667	-	0.587	4.3
PraNet 2026.06	78.1	78.8	66.3	-	0.665	-	0.582	5.2
SEE 2026.06	77.8	78.8	53.3	-	0.658	-	0.562	10.2
WS-SAM 2026.06	77.1	78.5	50.6	-	0.644	-	0.552	9.2
ARTEMIS 2026.06	77	76.9	52.9	-	0.628	-	0.539	8
PNS-Net 2024.06	76.7	74.4	61.6	66.4	0.676	0.574	-	-
PNS 2026.06	76.7	74.4	61.6	-	0.618	-	0.545	4.8
ProMaC 2026.06	75.2	76.1	49.4	-	0.626	-	0.523	12.7
WeakPolyp 2026.06	75.1	76.8	47.3	-	0.632	-	0.536	12.6
ProMaC 2026.06	74.9	77.4	51.3	-	0.648	-	0.558	12.8
WS-SAM 2026.06	74.5	76	45.4	-	0.62	-	0.526	12
SEE 2026.06	74.5	75.6	47.1	-	0.621	-	0.526	12.4
SCOD 2026.06	74.2	75.8	45.1	-	0.617	-	0.52	12.6
SCWS 2026.06	73.6	74.2	44.5	-	0.603	-	0.504	13.5
TEL 2026.06	72.9	74.3	42.2	-	0.613	-	0.517	14.3
GenSAM 2026.06	72.7	74.3	42.2	-	0.609	-	0.51	14.3
GenSAM 2026.06	72.7	75.4	42.4	-	0.619	-	0.519	14.3
FLA-Net 2024.06	72.2	69.7	54.7	59.7	0.636	0.506	-	-
TEL 2026.06	72.2	72.9	43.9	-	0.597	-	0.505	15.2
SCOD 2026.06	71.7	73.2	40.5	-	0.602	-	0.505	15.4
SCWS 2026.06	70.3	71.2	37.7	-	0.575	-	0.474	15.7
SAM-WS 2026.06	66.8	68.9	32.3	-	0.567	-	0.465	19.8
SAM-WS 2026.06	60.3	54.6	23.4	-	0.388	-	0.289	23.7
YOLO-SAM 2 2024.09	0.9	0.938	-	0.938	0.9	0.837	-	-
SLT-Net 2024.09	0.848	0.893	-	0.817	0.792	0.747	-	-
DALA 2026.06	0.837	0.854	0.722	0.772	0.768	0.721	-	-
Temporally Consistent Learning Framework 2026.06	0.816	0.882	0.738	0.784	0.746	0.719	-	-
PNS+ 2022.03	0.806	0.798	0.676	0.73	0.756	0.63	-	-
PNS+ 2024.09	0.806	0.798	-	0.73	0.756	0.63	-	-
SSTAN 2026.06	0.805	0.838	0.691	0.745	0.726	0.662	-	-
MSRF-Net 2026.06	0.794	0.78	0.652	0.693	0.701	0.6	-	-
2/3D 2022.03	0.786	0.777	0.652	0.708	0.722	0.603	-	-
2/3D 2024.09	0.786	0.777	-	0.708	0.722	0.603	-	-
ACSNet 2022.03	0.782	0.779	0.642	0.688	0.713	0.601	-	-
ACSNet 2026.06	0.782	0.779	0.642	0.688	0.713	0.601	-	-
ColonSegNet 2026.06	0.776	0.768	0.621	0.666	0.683	0.594	-	-
MAT 2022.03	0.77	0.737	0.575	0.641	0.71	0.542	-	-
TransNetR 2026.06	0.768	0.768	0.648	0.694	0.642	0.592	-	-
PNSNet 2022.03	0.767	0.744	0.616	0.664	0.676	0.574	-	-
PNS-Net 2024.09	0.767	0.744	-	0.664	0.676	0.574	-	-
PraNet 2022.03	0.733	0.753	0.572	0.632	0.621	0.524	-	-
PraNet 2026.06	0.733	0.753	0.572	0.632	0.621	0.524	-	-
FSNet 2022.03	0.725	0.695	0.551	0.63	0.702	0.493	-	-
FLA-Net 2024.09	0.722	0.697	-	0.597	0.636	0.506	-	-
FLA-Net 2026.06	0.722	0.697	0.547	0.597	0.636	0.506	-	-
SANet 2022.03	0.72	0.745	0.566	0.634	0.649	0.521	-	-
MedNeXt 2026.06	0.703	0.719	0.553	0.598	0.591	0.506	-	-
UNet++ 2022.03	0.684	0.687	0.491	0.553	0.559	0.457	-	-
U-Net++ 2026.06	0.684	0.687	0.491	0.553	0.559	0.457	-	-
PCSA 2022.03	0.68	0.66	0.451	0.519	0.592	0.398	-	-
UNet 2022.03	0.669	0.677	0.459	0.528	0.53	0.42	-	-
U-Net 2026.06	0.669	0.677	0.459	0.528	0.53	0.42	-	-
COSNet 2022.03	0.654	0.6	0.431	0.496	0.596	0.359	-	-
DCF 2022.03	0.523	0.514	0.27	0.312	0.325	0.34	-	-
AMD 2022.03	0.474	0.533	0.133	0.146	0.266	0.222	-	-