Patch Matching on VIS-NIR (test) benchmark leaderboard · SOTA2 Research

Patch Matching on VIS-NIR (test)

39.44Field Match RateSIFT

Evaluation Results

Method	Links
SIFT2021.03		39.44	11.39	10.13	28.63	19.69	31.14	10.85	40.33	23.95
SIFT2026.01		39.44	11.39	10.13	28.63	19.69	31.14	10.85	40.33	23.95
GISIFT2026.01		34.75	16.63	10.63	19.52	12.54	21.8	7.21	25.78	18.6
MI-SIFT2021.03		34.01	22.75	12.77	22.05	15.99	25.24	17.44	32.33	24.42
TS-Net2021.03		25.45	31.44	33.96	21.46	22.82	21.09	21.9	21.02	24.89
PN-Net2021.03		20.09	3.27	6.36	11.53	5.19	5.62	3.31	10.72	8.26
Pseudo Siamese2021.03		17.01	9.82	11.17	11.86	6.75	8.25	5.65	12.04	10.32
Q-Net2021.03		17.01	2.7	6.16	9.61	4.61	3.99	2.83	8.44	6.86
Q-Net2026.01		17.01	2.7	6.16	9.61	4.61	3.99	2.83	8.44	6.86
L2-Net2021.03		16.77	0.76	2.07	5.98	1.89	2.83	0.62	11.11	5.25
L2-Net2026.01		16.67	0.76	2.07	5.98	1.89	2.83	0.62	11.11	5.25
LGHD2021.03		16.52	3.78	7.91	10.66	7.91	6.55	7.21	12.76	9.16
LGHD2026.01		16.52	3.78	7.91	10.66	7.91	6.55	7.21	12.76	9.16
Siamese2021.03		15.79	10.76	11.6	11.15	5.27	7.51	4.6	10.21	9.61
HardNet2021.03		10.89	0.22	1.87	3.09	1.32	1.3	1.19	2.54	2.8
2-Channel2021.03		9.96	0.12	4.4	8.89	2.3	2.18	1.58	6.4	4.47
SCFDM2021.03		7.91	0.87	3.93	5.07	2.27	2.22	0.85	4.75	3.48
SOSNet2026.01		5.94	0.13	1.53	2.45	0.99	2.04	0.78	1.9	1.97
HardNet2026.01		5.61	0.15	1.5	3.14	1.1	1.93	0.69	2.29	2.05
Exp-TLoss2021.03		5.55	0.24	2.3	1.51	1.45	2.15	1.44	1.95	2.07
Exp-TLoss2026.01		5.55	0.24	2.3	1.51	1.45	2.15	1.44	1.95	2.07
HyNet2026.01		4.5	0.07	1.09	1.8	0.83	0.52	0.53	1.91	1.41
D-Hybrid-CL2021.03		4.4	0.2	2.48	1.5	1.19	1.93	0.78	1.56	1.7
D-Hybrid-CL2026.01		4.4	0.2	2.48	1.5	1.19	1.93	0.78	1.56	1.7
Multiscale Transformer-Encoder2021.03		4.22	0.13	1.48	1.03	1.06	1.03	0.9	1.9	1.44
Transformer-Encoder2026.01		4.22	0.13	1.48	1.03	1.06	1.03	0.9	1.9	1.44
Hyp-Net2026.01		3.97	0.13	0.83	0.76	0.74	0.53	0.39	1.51	1.11