Remote Sensing Referring Expression Comprehension on RRSIS-D (test) benchmark leaderboard · SOTA2 Research

Remote Sensing Referring Expression Comprehension on RRSIS-D (test)

45.71Pr@0.3RSVG-ZeroOV

Evaluation Results

Method	Links
RSVG-ZeroOV2026.06		45.71	30.15	16.74	32.92	32.94
RSVG-ZeroOV2026.06		45.7	31.39	17.63	34.49	31.28
VLM (Baseline)2026.06		43.6	30.35	16.76	31.93	28.38
VLM (Baseline)2026.06		43.35	28.66	14.27	30.9	29.53
DiffSegmenter2026.06		39.8	24.29	13.01	28.47	26.92
DiffSegmenter2026.06		38.41	25.11	13.96	28.5	24.57
DiffPNG2026.06		37.92	23.18	11.35	26.93	25.65
DiffPNG2026.06		32.43	21.29	13.04	24.89	20.79
OV-VG2026.06		27.78	19.16	12.96	22.07	18.34
OV-VG2026.06		27.23	16.2	13.27	21.62	17.18
QueryMatch2026.06		22.04	16.22	12.1	17.21	15.26
GroundVLP2026.06		21.66	16.83	12.27	17.14	17.51
GroundVLP2026.06		21.26	16.2	11.32	16.51	16.88
DiffPNG2026.06		19.59	10.31	5.03	15.71	13.11
DiffPNG2026.06		18.93	8.45	3.3	14.84	12.54
TRIS2026.06		14.62	3.79	0.37	13.2	13.14
SAG2026.06		9.39	2.1	0.29	9.22	9.21
DiffSegmenter2026.06		8.22	1.69	0.2	8.7	8.63
DiffSegmenter2026.06		8.16	1.55	0.17	8.6	8.58