Dichotomous Image Segmentation on DIS5K TE2 (test) benchmark leaderboard · SOTA2 Research

Dichotomous Image Segmentation on DIS5K TE2 (test)

0.894Fw_betaBiRefNet

Evaluation Results

Method	Links
BiRefNet2024.01		0.894	0.857	0.036	0.9	0.93	266	—	—	—
BiRefNet-SwinB2024.01		0.89	0.854	0.037	0.898	0.93	275	—	—	—
BiRefNet-PVTv2-B22024.01		0.881	0.842	0.04	0.888	0.925	280	—	—	—
BiRefNet-SwinT2024.01		0.862	0.821	0.046	0.877	0.912	290	—	—	—
BiRefNet2026.05		0.857	—	0.036	0.9	—	266	89.4	93	—
UDUN2024.01		0.829	0.768	0.058	0.843	0.886	325	—	—	—
FP-DIS2024.01		0.827	0.767	0.059	0.845	0.893	373	—	—	—
PGNet2024.01		0.807	0.743	0.065	0.833	0.88	375	—	—	—
IS-Net2024.01		0.799	0.728	0.07	0.823	0.858	340	—	—	—
ADD2026.05		0.777	—	0.065	0.846	—	505	82.5	89.1	—
U2Net2024.01		0.768	0.676	0.083	0.798	0.825	367	—	—	—
UDUN2026.05		0.768	—	0.058	0.843	—	325	82.9	88.6	—
FP-DIS2026.05		0.767	—	0.059	0.845	—	373	82.7	89.3	—
HRNet2024.01		0.747	0.664	0.087	0.784	0.84	555	—	—	—
PGNet2026.05		0.743	—	0.065	0.833	—	375	80.7	88	—
BASNet2024.01		0.738	0.653	0.096	0.781	0.808	341	—	—	—
IS-Net2026.05		0.728	—	0.07	0.823	—	340	79.9	85.8	—
U2Net2026.05		0.676	—	0.083	0.798	—	367	76.8	82.5	—
HRNet2026.05		0.664	—	0.087	0.784	—	555	74.7	84	—
BASNet2026.05		0.653	—	0.096	0.781	—	341	73.8	80.8	—
IS-Net2026.05		—	—	—	—	—	—	—	—	79.9
U2-Net2026.05		—	—	—	—	—	—	—	—	76.8
U2-Net + DDA2026.05		—	—	—	—	—	—	—	—	84
UDUN2026.05		—	—	—	—	—	—	—	—	82.9