Medical Image Segmentation on Duke

82.66Dice CoefficientAdaptive Morph (v1)

Evaluation Results

Method
Adaptive Morph (v1)2026.06	82.66	—	—	—	7.207	0.76
Adaptive Morph (v1)2026.06	82.66	—	—	—	8.5204	0.77
Adaptive Morph (v2)2026.06	82.4	—	—	—	6.7208	0.76
Adaptive Morph (v3)2026.06	82.25	—	—	—	6.2871	0.78
Morph (both)2026.06	82.18	—	—	—	6.3642	0.79
Adaptive Morph (v2)2026.06	82.03	—	—	—	8.4047	0.78
Morph (both)2026.06	81.77	—	—	—	6.8436	0.8
Adaptive Morph (v3)2026.06	81.72	—	—	—	6.4908	0.78
Adaptive Morph (v3)2026.06	81.64	—	—	—	6.6387	0.79
No Morph2026.06	81.58	—	—	—	8.1407	0.8
No Morph2026.06	81.45	—	—	—	8.5458	0.8
Adaptive Morph (v1)2026.06	81.44	—	—	—	6.4272	0.79
Adaptive Morph (v2)2026.06	81.3	—	—	—	6.0715	0.8
No Morph2026.06	81.19	—	—	—	5.777	0.8
Morph (both)2026.06	80.5	—	—	—	6.5911	0.84
Flat2026.06	72.86	—	—	—	10.5057	1.71
AUTO-S2026.06	72.76	—	—	—	10.5607	1.71
Flat2026.06	72.71	—	—	—	10.574	1.7
NSGD2026.06	72.66	—	—	—	10.3161	1.71
AUTO-S2026.06	72.57	—	—	—	10.5094	1.71
Flat2026.06	72.44	—	—	—	10.3048	1.73
AUTO-S2026.06	72.44	—	—	—	9.729	1.81
AUTO-S2026.06	72.29	—	—	—	10.2955	1.73
Flat2026.06	71.87	—	—	—	8.4079	1.81
Flat2026.06	71.81	—	—	—	8.5468	1.87
AUTO-S2026.06	71.53	—	—	—	10.3826	1.78
Flat2026.06	71.29	—	—	—	10.4055	1.78
AUTO-S2026.06	70.88	—	—	—	9.9473	1.79
Flat2026.06	69.74	—	—	—	10.7434	1.43
AUTO-S2026.06	69.72	—	—	—	10.754	1.43
Flat2026.06	69.64	—	—	—	10.6008	1.41
Flat2026.06	69.64	—	—	—	10.6008	1.41
AUTO-S2026.06	69.61	—	—	—	10.5679	1.41
AUTO-S2026.06	69.61	—	—	—	10.5679	1.41
Flat2026.06	69.45	—	—	—	9.7305	1.78
AUTO-S2026.06	69.34	—	—	—	8.3737	1.82
Flat2026.06	69.29	—	—	—	8.5344	1.81
Flat2026.06	69.1	—	—	—	8.6912	1.77
AUTO-S2026.06	68.86	—	—	—	10.5084	1.46
AUTO-S2026.06	68.77	—	—	—	8.6223	1.78
Flat2026.06	68.6	—	—	—	10.6573	1.46
Flat2026.06	68.57	—	—	—	10.2825	1.45
Flat2026.06	68.51	—	—	—	9.0948	1.81
NSGD2026.06	68.4	—	—	—	9.8162	2.09
AUTO-S2026.06	68.32	—	—	—	9.1165	1.81
NSGD2026.06	68.3	—	—	—	10.8621	1.91
AUTO-S2026.06	68.25	—	—	—	10.5554	1.46
NSGD2026.06	67.98	—	—	—	10.7543	1.6
NSGD2026.06	67.84	—	—	—	10.7826	1.6
NSGD2026.06	67.84	—	—	—	10.7826	1.6
PSAC2026.06	67.73	—	—	—	10.5747	1.48
PSAC2026.06	67.68	—	—	—	10.6243	1.56
NSGD2026.06	67.4	—	—	—	10.7742	2
NSGD2026.06	67.36	—	—	—	10.8702	2.11
PSAC2026.06	67.35	—	—	—	9.3752	2.23
PSAC2026.06	67.26	—	—	—	10.6323	1.57
PSAC2026.06	67.26	—	—	—	10.6323	1.57
NSGD2026.06	67	—	—	—	10.3767	1.56
PSAC2026.06	66.87	—	—	—	9.302	2.76
PSAC2026.06	66.74	—	—	—	10.5192	1.54
PSAC2026.06	66.37	—	—	—	9.771	2.14
NSGD2026.06	66.26	—	—	—	10.857	1.62
AUTO-S2026.06	65.79	—	—	—	8.09	2.21
PSAC2026.06	65.17	—	—	—	10.9951	2.24
PSAC2026.06	64.83	—	—	—	10.1481	2.27
PSAC2026.06	64.27	—	—	—	—	2
PSAC2026.06	63.88	—	—	—	13.175	1.98
PSAC2026.06	62.11	—	—	—	8.5174	2.22
PSAC2026.06	61.85	—	—	—	10.1166	2.21
NSGD2026.06	61.4	—	—	—	11.5495	2.2
PSAC2026.06	57.67	—	—	—	15.221	2.24
NSGD2026.06	53.98	—	—	—	17.0538	2.34
NSGD2026.06	53.92	—	—	—	11.433	2.36
NSGD2026.06	53.86	—	—	—	13.5182	2.3
NSGD2026.06	47.27	—	—	—	13.9979	2.67
Averaged LayerCAM2024.04	42	47	42	75	—	—
Tomographic LayerCAM2024.04	42	51	42	79	—	—
LayerCAM2024.04	38	44	38	74	—	—
ToNNO2024.04	37	51	37	79	—	—
GradCAM++2024.04	30	34	30	80	—	—
LayerCAM2024.04	29	24	29	58	—	—
ScoreCAM2024.04	27	18	27	53	—	—
GradCAM++2024.04	21	9	21	57	—	—
ScoreCAM2024.04	20	23	20	60	—	—
GradCAM2024.04	15	7	15	51	—	—
GradCAM2024.04	14	8	14	55	—	—