Semantic Matching on SPair-71k 1.0 (test) benchmark leaderboard · SOTA2 Research

Semantic Matching on SPair-71k 1.0 (test)

75.3PCK@0.1 (Aero)SD4Match-CPM

Evaluation Results

Method	Links
SD4Match-CPM2023.10		75.3	67.4	85.7	64.7	62.9	86.6	76.5	82.6	64.8	86.7	73	78.9	70.9	78.3	66.8	64.8	91.5	86.6	75.5
SD4Match-Class2023.10		75.1	66.6	88.1	71.4	57.8	86.6	74.6	84.2	63	83.8	71.5	77.6	73.5	87.2	63.3	60	92	89.8	75.5
SD4Match-Single2023.10		72.1	66.5	82.3	62.5	57.6	76	73.3	81.5	62	85	71.9	76.1	68.5	76.5	68.9	58	89.3	83.1	72.6
SD+DINO2023.10		71.4	59.1	87.3	38.1	51.3	43.3	40.2	77.2	42.3	75.4	63.2	68.8	56	66.1	52.8	59.4	63	55.1	59.3
DINOv22023.10		69.9	58.9	86.8	36.9	43.4	42.6	39.3	70.2	37.5	69	63.7	68.9	55.1	65	33.3	57.8	51.2	31.2	53.9
SimSC-iBOT2023.10		62.2	54.9	79.3	53.2	57	72.1	64.8	77.7	39.2	75.9	69.5	68.7	62.4	59.4	45.2	49.5	86.8	71.4	63.5
DIFT2023.10		61.2	53.2	79.5	31.2	45.3	39.8	33.3	77.8	34.7	70.1	51.5	57.2	50.6	41.4	51.9	46	67.6	59.5	52.9
Trans.Mat.2023.10		59.2	39.3	73	41.2	52.5	66.3	55.4	67.1	26.1	67.1	56.6	53.2	45	39.9	42.1	35.3	75.2	68.6	53.7
SCorrSAN2023.10		57.1	40.3	78.3	38.1	51.8	57.8	47.1	67.9	25.2	71.3	63.9	49.3	45.3	49.8	48.8	40.3	77.7	69.7	55.3
PMNC2023.10		54.1	35.9	74.9	36.5	42.1	48.8	40	72.6	21.1	67.6	58.1	50.5	40.1	54.1	43.3	35.7	74.5	59.9	50.4
SemiMatch2023.10		53.6	37	74.6	32.3	47.5	57.7	42.4	67.4	23.7	64.2	57.3	51.7	43.8	40.4	45.3	33.1	74.1	65.9	50.7
CATS2023.10		52	34.7	72.2	34.3	49.9	57.5	43.6	66.5	24.4	63.2	56.5	52	42.6	41.7	43	33.6	72.6	58	49.9
DINO2023.10		37.3	23.8	63	19.9	41.7	29.9	24.1	64.4	21.3	48.7	42.1	30.3	23.3	41	28.6	29.8	40.7	37.1	35.9
SFNet2023.10		26.9	17.2	45.5	14.7	38	22.2	16.4	55.3	13.5	33.4	27.5	17.7	20.8	21.1	16.6	15.6	32.2	35.9	26.3
PMD2023.10		26.2	18.5	48.6	15.3	38	21.7	17.3	51.6	13.7	34.3	25.4	18	20	24.9	15.7	16.3	31.4	38.1	26.5
NCNet2023.10		17.9	12.2	32.1	11.7	29	19.9	16.1	39.2	9.9	23.9	18.8	15.7	17.4	15.9	14.8	9.6	24.2	31.1	20.1