Share your thoughts, 1 month free Claude Pro on usSee more

Lesion Segmentation on ComLesion-14K 1.0 (test)

37.06Mean Dice (mDice)

CORE-Seg

Updated 1mo ago

Evaluation Results

Method	Links
CORE-Seg 2026.03		37.06	27.79	18.42	31.4	39.56	41.4	8.28	47.25	74.85	37.53	70.99	8.14
LISA-3B (Trained) 2026.03		22.17	16.49	44.28	16.39	22.71	19.4	5.64	35.51	66.2	17.89	48.21	2.39
SegZero-3B (Trained) 2026.03		17.47	12.28	52.57	13.41	13.94	14.37	8.72	40.64	53.54	39.51	21.78	12.21
MedPLIB-7B 2026.03		12.9	8.77	42.4	12.51	6	4.12	4.82	22.11	44.45	48.34	44.85	3.2
MediSee-7B 2026.03		11.07	7.49	55.97	21.18	4.01	4	1.2	5.16	22.98	9.9	5.58	9.84
Qwen2.5-VL-72B 2026.03		11.04	7.78	37.61	6.68	5.11	3.3	5.23	31.36	54.09	22.89	52.86	1.21
SegZero-7B 2026.03		9.08	6.23	19.84	4.72	2.49	3.72	3.15	25.87	54.57	7.53	50.33	2.92
Qwen2.5-VL-7B 2026.03		8.3	5.56	42.76	3.62	4.47	2.62	2.89	23.79	48.12	5.18	41.43	3.06
Lingshu-7B 2026.03		7.37	4.73	58.41	3.34	4.62	2.62	3.27	22.56	37.76	6.01	26.61	0.88
MedGemma-4B 2026.03		6.03	3.85	49.11	3.1	1.95	2.39	2.3	19.09	34.15	4.08	25.99	1.98
VLMR1-REC-3B 2026.03		4.76	2.99	24.98	4.45	1.14	2.76	3.5	11.74	15.65	1.69	32.77	1.27
HuatuoGPT-7B 2026.03		4.73	3.04	43.72	3.58	1.88	2.02	3.2	13.49	20.13	0.1	16.11	0.62
InternVL3-8B 2026.03		4.18	2.72	73.9	2.36	0.5	0.79	0.96	11.34	31.44	5.55	14.07	0.86
Chiron-o1-8B 2026.03		3.35	2.19	66.61	2.35	0.81	1.5	1.86	9.6	14.74	1.8	28.01	0.84